library(tidyverse)
## ── Attaching core tidyverse packages ──────────────────────── tidyverse 2.0.0 ──
## ✔ dplyr     1.1.4     ✔ readr     2.1.5
## ✔ forcats   1.0.0     ✔ stringr   1.5.1
## ✔ ggplot2   3.5.1     ✔ tibble    3.2.1
## ✔ lubridate 1.9.3     ✔ tidyr     1.3.1
## ✔ purrr     1.0.2     
## ── Conflicts ────────────────────────────────────────── tidyverse_conflicts() ──
## ✖ dplyr::filter() masks stats::filter()
## ✖ dplyr::lag()    masks stats::lag()
## ℹ Use the conflicted package (<http://conflicted.r-lib.org/>) to force all conflicts to become errors
library(ggplot2)
library(GGally)
## Registered S3 method overwritten by 'GGally':
##   method from   
##   +.gg   ggplot2
library(data.table)
## 
## Attaching package: 'data.table'
## 
## The following objects are masked from 'package:lubridate':
## 
##     hour, isoweek, mday, minute, month, quarter, second, wday, week,
##     yday, year
## 
## The following objects are masked from 'package:dplyr':
## 
##     between, first, last
## 
## The following object is masked from 'package:purrr':
## 
##     transpose

load data

data = read.csv("Project_2_data.csv")
data
##      Age  Race Marital.Status T.Stage N.Stage X6th.Stage
## 1     68 White        Married      T1      N1        IIA
## 2     50 White        Married      T2      N2       IIIA
## 3     58 White       Divorced      T3      N3       IIIC
## 4     58 White        Married      T1      N1        IIA
## 5     47 White        Married      T2      N1        IIB
## 6     51 White        Single       T1      N1        IIA
## 7     51 White        Married      T1      N1        IIA
## 8     40 White        Married      T2      N1        IIB
## 9     40 White       Divorced      T4      N3       IIIC
## 10    69 White        Married      T4      N3       IIIC
## 11    68 White        Widowed      T1      N1        IIA
## 12    46 White        Married      T3      N1       IIIA
## 13    65 White        Married      T2      N1        IIB
## 14    48 White        Married      T1      N2       IIIA
## 15    62 White       Divorced      T2      N3       IIIC
## 16    61 White        Married      T1      N1        IIA
## 17    56 White        Single       T2      N1        IIB
## 18    43 White        Married      T2      N1        IIB
## 19    48 Black       Divorced      T2      N1        IIB
## 20    60 White       Divorced      T2      N1        IIB
## 21    48 Other        Married      T2      N1        IIB
## 22    57 White        Married      T2      N2       IIIA
## 23    55 White        Single       T2      N1        IIB
## 24    48 White        Married      T3      N1       IIIA
## 25    62 White        Married      T1      N3       IIIC
## 26    63 White        Married      T2      N3       IIIC
## 27    48 White        Married      T2      N3       IIIC
## 28    46 White        Married      T1      N1        IIA
## 29    57 White       Divorced      T2      N2       IIIA
## 30    66 White        Married      T2      N1        IIB
## 31    47 White      Separated      T2      N1        IIB
## 32    53 White        Married      T1      N1        IIA
## 33    59 White        Single       T1      N1        IIA
## 34    60 White        Married      T1      N1        IIA
## 35    46 Other        Married      T2      N3       IIIC
## 36    51 White        Married      T1      N1        IIA
## 37    54 White        Married      T2      N2       IIIA
## 38    51 White        Married      T1      N1        IIA
## 39    49 White        Married      T2      N1        IIB
## 40    51 Other       Divorced      T2      N2       IIIA
## 41    57 White        Single       T3      N3       IIIC
## 42    64 White        Married      T1      N1        IIA
## 43    62 Other        Married      T2      N1        IIB
## 44    53 Black        Single       T2      N2       IIIA
## 45    55 White        Married      T1      N1        IIA
## 46    66 White        Married      T3      N2       IIIA
## 47    42 White        Married      T1      N3       IIIC
## 48    62 White        Widowed      T1      N1        IIA
## 49    53 White        Married      T2      N2       IIIA
## 50    69 White        Widowed      T1      N1        IIA
## 51    37 White        Single       T2      N1        IIB
## 52    69 White        Married      T3      N1       IIIA
## 53    60 Black        Married      T3      N1       IIIA
## 54    63 White        Married      T3      N1       IIIA
## 55    57 White        Married      T1      N1        IIA
## 56    55 White        Married      T1      N1        IIA
## 57    62 White        Married      T2      N1        IIB
## 58    50 White        Married      T1      N1        IIA
## 59    50 White        Married      T1      N1        IIA
## 60    55 White        Married      T1      N1        IIA
## 61    56 Other        Married      T1      N1        IIA
## 62    51 White        Married      T1      N1        IIA
## 63    42 White        Married      T2      N1        IIB
## 64    59 White        Married      T3      N1       IIIA
## 65    67 White       Divorced      T1      N1        IIA
## 66    46 White        Married      T1      N1        IIA
## 67    31 White        Married      T3      N3       IIIC
## 68    40 White        Married      T1      N1        IIA
## 69    58 Other       Divorced      T1      N1        IIA
## 70    52 White        Married      T1      N1        IIA
## 71    49 White        Married      T3      N2       IIIA
## 72    64 White        Married      T2      N3       IIIC
## 73    31 Black        Married      T2      N1        IIB
## 74    66 White        Married      T1      N1        IIA
## 75    67 White        Married      T2      N3       IIIC
## 76    56 White        Married      T3      N1       IIIA
## 77    66 White        Single       T2      N2       IIIA
## 78    42 White        Married      T2      N1        IIB
## 79    51 White        Married      T2      N1        IIB
## 80    68 White        Married      T1      N1        IIA
## 81    53 White        Married      T2      N3       IIIC
## 82    67 White        Widowed      T1      N1        IIA
## 83    66 White        Married      T2      N1        IIB
## 84    53 White        Single       T1      N1        IIA
## 85    51 White        Single       T1      N1        IIA
## 86    46 White        Married      T2      N3       IIIC
## 87    48 White        Married      T3      N2       IIIA
## 88    52 White        Married      T3      N1       IIIA
## 89    55 White        Single       T1      N1        IIA
## 90    65 White        Married      T1      N1        IIA
## 91    53 White        Married      T3      N1       IIIA
## 92    33 White        Married      T1      N1        IIA
## 93    63 Other        Married      T2      N2       IIIA
## 94    45 Other        Married      T2      N3       IIIC
## 95    59 White       Divorced      T1      N1        IIA
## 96    60 White        Married      T2      N1        IIB
## 97    50 White       Divorced      T2      N1        IIB
## 98    61 White        Married      T2      N1        IIB
## 99    50 White        Married      T4      N1       IIIB
## 100   68 White        Married      T2      N1        IIB
## 101   38 White        Single       T3      N3       IIIC
## 102   47 White        Single       T1      N1        IIA
## 103   39 White        Married      T2      N1        IIB
## 104   57 White        Married      T2      N1        IIB
## 105   52 White        Single       T2      N1        IIB
## 106   60 White        Married      T2      N1        IIB
## 107   54 White        Married      T2      N1        IIB
## 108   68 White        Married      T1      N1        IIA
## 109   38 Black        Single       T2      N1        IIB
## 110   63 White        Married      T2      N1        IIB
## 111   61 White        Married      T1      N2       IIIA
## 112   37 White        Married      T3      N1       IIIA
## 113   46 White        Single       T2      N3       IIIC
## 114   45 White        Married      T2      N1        IIB
## 115   54 White        Married      T3      N2       IIIA
## 116   53 Black        Married      T1      N1        IIA
## 117   50 White        Married      T3      N1       IIIA
## 118   69 White       Divorced      T1      N2       IIIA
## 119   48 White        Married      T2      N1        IIB
## 120   53 Black        Widowed      T2      N1        IIB
## 121   67 White        Married      T2      N1        IIB
## 122   43 White       Divorced      T4      N1       IIIB
## 123   50 White        Single       T2      N3       IIIC
## 124   59 White       Divorced      T2      N2       IIIA
## 125   53 Other        Married      T1      N1        IIA
## 126   62 White        Married      T1      N1        IIA
## 127   39 White        Married      T2      N1        IIB
## 128   59 White        Married      T1      N1        IIA
## 129   56 Other        Married      T1      N1        IIA
## 130   45 Black        Single       T1      N1        IIA
## 131   60 White        Married      T1      N1        IIA
## 132   50 White        Married      T2      N2       IIIA
## 133   58 Black        Single       T1      N1        IIA
## 134   50 White        Married      T1      N1        IIA
## 135   55 White        Single       T2      N2       IIIA
## 136   37 White        Married      T1      N1        IIA
## 137   46 White        Married      T2      N1        IIB
## 138   65 White        Married      T2      N1        IIB
## 139   61 White        Single       T2      N3       IIIC
## 140   52 White        Married      T3      N2       IIIA
## 141   54 White        Married      T1      N1        IIA
## 142   36 White        Married      T1      N2       IIIA
## 143   49 White        Married      T1      N1        IIA
## 144   62 White        Widowed      T2      N1        IIB
## 145   54 White        Married      T2      N1        IIB
## 146   61 White       Divorced      T2      N1        IIB
## 147   46 White        Married      T1      N1        IIA
## 148   38 White        Married      T3      N2       IIIA
## 149   66 White        Married      T1      N1        IIA
## 150   59 White        Married      T2      N1        IIB
## 151   38 White        Single       T1      N1        IIA
## 152   67 White        Married      T2      N1        IIB
## 153   60 White        Married      T1      N1        IIA
## 154   61 Other        Married      T1      N2       IIIA
## 155   67 White       Divorced      T1      N1        IIA
## 156   69 White        Widowed      T3      N2       IIIA
## 157   47 White        Married      T1      N1        IIA
## 158   39 White        Married      T1      N1        IIA
## 159   53 White        Widowed      T2      N1        IIB
## 160   55 White        Married      T2      N3       IIIC
## 161   59 White        Married      T2      N2       IIIA
## 162   53 White        Married      T1      N1        IIA
## 163   59 White       Divorced      T1      N1        IIA
## 164   57 White       Divorced      T1      N1        IIA
## 165   61 White        Married      T2      N2       IIIA
## 166   68 Other        Widowed      T3      N1       IIIA
## 167   54 White        Married      T1      N2       IIIA
## 168   37 White        Single       T4      N3       IIIC
## 169   48 White        Married      T2      N1        IIB
## 170   53 White        Married      T1      N1        IIA
## 171   69 Other        Widowed      T2      N1        IIB
## 172   63 White        Widowed      T3      N1       IIIA
## 173   49 White        Married      T1      N1        IIA
## 174   63 White        Married      T1      N1        IIA
## 175   60 White       Divorced      T1      N1        IIA
## 176   41 White        Married      T3      N1       IIIA
## 177   59 Black        Single       T1      N3       IIIC
## 178   43 White        Married      T1      N1        IIA
## 179   52 White        Married      T2      N3       IIIC
## 180   61 White        Married      T2      N2       IIIA
## 181   60 White        Married      T1      N1        IIA
## 182   61 White        Married      T2      N1        IIB
## 183   63 White       Divorced      T1      N1        IIA
## 184   48 White        Married      T2      N1        IIB
## 185   51 Black        Married      T3      N3       IIIC
## 186   66 White        Single       T2      N1        IIB
## 187   68 White        Married      T3      N1       IIIA
## 188   58 White       Divorced      T2      N1        IIB
## 189   62 White        Married      T2      N2       IIIA
## 190   46 White        Married      T1      N1        IIA
## 191   58 White        Married      T2      N1        IIB
## 192   60 White        Married      T1      N1        IIA
## 193   62 White        Single       T1      N1        IIA
## 194   53 White       Divorced      T2      N1        IIB
## 195   42 White        Single       T3      N3       IIIC
## 196   63 White        Married      T1      N1        IIA
## 197   55 White        Married      T2      N1        IIB
## 198   50 White        Married      T3      N2       IIIA
## 199   52 White        Married      T2      N1        IIB
## 200   47 White        Married      T2      N1        IIB
## 201   55 White        Married      T2      N1        IIB
## 202   60 White        Married      T2      N2       IIIA
## 203   66 White        Married      T1      N1        IIA
## 204   50 White        Single       T2      N3       IIIC
## 205   64 Other        Widowed      T1      N1        IIA
## 206   67 White        Widowed      T1      N1        IIA
## 207   56 Other        Single       T2      N1        IIB
## 208   60 Other        Married      T2      N1        IIB
## 209   56 White        Widowed      T2      N1        IIB
## 210   48 White       Divorced      T4      N1       IIIB
## 211   44 White        Married      T3      N2       IIIA
## 212   37 White        Married      T3      N3       IIIC
## 213   52 White        Married      T1      N3       IIIC
## 214   63 White        Married      T1      N1        IIA
## 215   54 White        Married      T2      N2       IIIA
## 216   63 Other        Single       T3      N2       IIIA
## 217   44 White       Divorced      T2      N1        IIB
## 218   68 White       Divorced      T3      N1       IIIA
## 219   64 White        Married      T1      N1        IIA
## 220   50 White        Married      T3      N3       IIIC
## 221   55 White        Married      T3      N3       IIIC
## 222   66 Black        Widowed      T2      N2       IIIA
## 223   46 White        Single       T1      N1        IIA
## 224   43 White        Married      T2      N1        IIB
## 225   43 White       Divorced      T1      N1        IIA
## 226   43 Black        Single       T1      N1        IIA
## 227   59 White        Married      T3      N2       IIIA
## 228   55 White       Divorced      T3      N1       IIIA
## 229   61 White       Divorced      T1      N1        IIA
## 230   66 White        Married      T2      N3       IIIC
## 231   55 White        Married      T2      N1        IIB
## 232   65 White        Married      T1      N2       IIIA
## 233   69 White        Married      T2      N2       IIIA
## 234   59 White        Married      T1      N1        IIA
## 235   63 White        Married      T1      N1        IIA
## 236   68 White        Married      T1      N1        IIA
## 237   48 Other        Married      T3      N3       IIIC
## 238   61 White        Married      T3      N1       IIIA
## 239   43 White        Married      T4      N3       IIIC
## 240   44 White        Married      T1      N1        IIA
## 241   47 White        Married      T2      N1        IIB
## 242   52 White        Married      T2      N1        IIB
## 243   69 White        Married      T2      N1        IIB
## 244   39 Other        Married      T2      N3       IIIC
## 245   43 White        Married      T2      N2       IIIA
## 246   64 Black        Single       T1      N1        IIA
## 247   66 White        Single       T1      N1        IIA
## 248   45 White        Married      T2      N1        IIB
## 249   37 White       Divorced      T1      N1        IIA
## 250   50 Other        Married      T1      N1        IIA
## 251   40 White        Married      T2      N2       IIIA
## 252   52 Other        Married      T2      N1        IIB
## 253   41 White        Married      T2      N1        IIB
## 254   32 White        Single       T3      N2       IIIA
## 255   65 White        Married      T3      N1       IIIA
## 256   67 White        Married      T2      N1        IIB
## 257   57 White        Single       T1      N1        IIA
## 258   63 White        Married      T1      N1        IIA
## 259   42 Other        Married      T2      N1        IIB
## 260   57 White        Married      T2      N1        IIB
## 261   42 White        Single       T1      N1        IIA
## 262   46 White        Married      T2      N1        IIB
## 263   47 White        Married      T2      N1        IIB
## 264   67 White        Married      T1      N1        IIA
## 265   67 White        Widowed      T1      N1        IIA
## 266   65 White        Single       T2      N1        IIB
## 267   65 White        Married      T1      N1        IIA
## 268   33 White        Single       T3      N1       IIIA
## 269   64 White        Married      T2      N1        IIB
## 270   66 Black        Married      T1      N3       IIIC
## 271   34 White        Married      T3      N3       IIIC
## 272   55 White        Widowed      T2      N1        IIB
## 273   47 White       Divorced      T2      N1        IIB
## 274   58 Other        Married      T1      N2       IIIA
## 275   38 White        Married      T2      N1        IIB
## 276   57 White       Divorced      T1      N1        IIA
## 277   65 White        Married      T3      N1       IIIA
## 278   52 Black        Single       T3      N3       IIIC
## 279   67 White        Married      T1      N1        IIA
## 280   57 White        Married      T3      N1       IIIA
## 281   61 White       Divorced      T1      N1        IIA
## 282   45 White        Single       T1      N1        IIA
## 283   50 White        Married      T2      N3       IIIC
## 284   50 White      Separated      T2      N1        IIB
## 285   53 White        Married      T2      N1        IIB
## 286   54 White        Married      T2      N2       IIIA
## 287   58 Black        Married      T2      N1        IIB
## 288   56 Other        Married      T2      N3       IIIC
## 289   68 White       Divorced      T1      N3       IIIC
## 290   41 White        Married      T3      N3       IIIC
## 291   61 White        Married      T2      N1        IIB
## 292   65 White       Divorced      T1      N1        IIA
## 293   69 White        Married      T1      N1        IIA
## 294   43 White        Married      T2      N2       IIIA
## 295   47 White        Married      T4      N3       IIIC
## 296   67 White        Married      T1      N1        IIA
## 297   45 White        Married      T1      N1        IIA
## 298   65 Other       Divorced      T2      N2       IIIA
## 299   53 White        Married      T1      N1        IIA
## 300   67 White        Married      T3      N1       IIIA
## 301   43 Other        Married      T2      N1        IIB
## 302   47 Other        Married      T2      N1        IIB
## 303   48 White        Married      T1      N1        IIA
## 304   62 White      Separated      T1      N3       IIIC
## 305   68 White        Married      T2      N2       IIIA
## 306   57 Black       Divorced      T3      N3       IIIC
## 307   40 White        Married      T2      N1        IIB
## 308   56 White        Married      T3      N1       IIIA
## 309   52 White        Married      T2      N1        IIB
## 310   40 White        Married      T2      N1        IIB
## 311   51 White        Single       T2      N1        IIB
## 312   67 White        Married      T1      N2       IIIA
## 313   54 White        Married      T1      N2       IIIA
## 314   56 White        Married      T3      N3       IIIC
## 315   48 White        Married      T1      N1        IIA
## 316   57 White        Married      T2      N1        IIB
## 317   47 White        Single       T3      N1       IIIA
## 318   54 White        Married      T1      N1        IIA
## 319   41 White        Married      T3      N3       IIIC
## 320   65 White        Widowed      T2      N1        IIB
## 321   58 Black       Divorced      T1      N1        IIA
## 322   38 White       Divorced      T1      N1        IIA
## 323   38 White        Married      T3      N1       IIIA
## 324   60 White       Divorced      T2      N2       IIIA
## 325   58 White        Married      T2      N1        IIB
## 326   63 White        Married      T2      N2       IIIA
## 327   53 White        Single       T2      N2       IIIA
## 328   43 White        Single       T1      N1        IIA
## 329   60 Black        Married      T4      N1       IIIB
## 330   60 White        Married      T2      N2       IIIA
## 331   47 White        Married      T2      N1        IIB
## 332   48 Black        Married      T2      N3       IIIC
## 333   59 White        Married      T1      N1        IIA
## 334   56 White        Married      T1      N1        IIA
## 335   53 White        Widowed      T2      N1        IIB
## 336   48 White        Married      T1      N1        IIA
## 337   52 White        Single       T3      N1       IIIA
## 338   61 White        Single       T3      N1       IIIA
## 339   66 White       Divorced      T1      N1        IIA
## 340   45 White        Married      T2      N1        IIB
## 341   52 White        Married      T2      N1        IIB
## 342   67 White        Single       T1      N2       IIIA
## 343   40 White        Widowed      T3      N1       IIIA
## 344   50 White        Married      T1      N1        IIA
## 345   65 White        Married      T2      N2       IIIA
## 346   55 White        Married      T2      N2       IIIA
## 347   47 White        Single       T1      N1        IIA
## 348   49 Other        Married      T2      N1        IIB
## 349   53 White        Single       T1      N2       IIIA
## 350   53 White       Divorced      T1      N1        IIA
## 351   44 White        Married      T3      N2       IIIA
## 352   54 White       Divorced      T2      N2       IIIA
## 353   51 White        Married      T1      N1        IIA
## 354   46 Other        Married      T1      N1        IIA
## 355   47 White        Married      T1      N1        IIA
## 356   68 White        Married      T2      N1        IIB
## 357   50 White        Married      T1      N1        IIA
## 358   67 White       Divorced      T2      N1        IIB
## 359   47 White        Married      T1      N1        IIA
## 360   68 Other        Married      T1      N1        IIA
## 361   55 White        Married      T2      N1        IIB
## 362   47 White        Married      T1      N1        IIA
## 363   56 White        Married      T3      N1       IIIA
## 364   51 White        Married      T2      N1        IIB
## 365   41 White       Divorced      T1      N1        IIA
## 366   67 White        Married      T1      N2       IIIA
## 367   58 Black        Married      T1      N2       IIIA
## 368   67 White        Married      T3      N2       IIIA
## 369   63 White        Married      T2      N1        IIB
## 370   69 White        Married      T1      N2       IIIA
## 371   59 White        Married      T2      N3       IIIC
## 372   44 White        Married      T4      N3       IIIC
## 373   65 White        Married      T1      N1        IIA
## 374   48 Black        Widowed      T2      N2       IIIA
## 375   39 White        Married      T2      N3       IIIC
## 376   55 White        Married      T2      N3       IIIC
## 377   50 White       Divorced      T3      N1       IIIA
## 378   39 White        Single       T2      N1        IIB
## 379   49 White        Married      T2      N1        IIB
## 380   58 White        Married      T3      N2       IIIA
## 381   34 White        Married      T2      N1        IIB
## 382   49 Other        Married      T2      N2       IIIA
## 383   52 White        Single       T2      N2       IIIA
## 384   62 White        Single       T2      N2       IIIA
## 385   55 White        Married      T1      N1        IIA
## 386   57 White        Single       T2      N1        IIB
## 387   40 White        Married      T1      N1        IIA
## 388   52 White        Married      T1      N1        IIA
## 389   63 White        Married      T2      N1        IIB
## 390   57 White        Married      T2      N1        IIB
## 391   40 White       Divorced      T2      N3       IIIC
## 392   55 White        Married      T3      N1       IIIA
## 393   42 White        Married      T3      N1       IIIA
## 394   52 White        Married      T2      N2       IIIA
## 395   39 White        Married      T2      N3       IIIC
## 396   53 White        Single       T1      N1        IIA
## 397   47 Black        Single       T4      N2       IIIB
## 398   37 White        Single       T1      N1        IIA
## 399   63 Other        Single       T1      N2       IIIA
## 400   62 Black        Married      T1      N1        IIA
## 401   50 White        Single       T1      N1        IIA
## 402   56 White        Married      T3      N1       IIIA
## 403   56 White        Widowed      T1      N1        IIA
## 404   52 White        Married      T4      N1       IIIB
## 405   38 White       Divorced      T2      N1        IIB
## 406   57 White        Single       T2      N1        IIB
## 407   56 Other        Single       T2      N1        IIB
## 408   42 White        Single       T2      N1        IIB
## 409   54 Other        Married      T1      N1        IIA
## 410   69 White       Divorced      T2      N1        IIB
## 411   62 White        Married      T3      N1       IIIA
## 412   63 White        Married      T2      N1        IIB
## 413   46 White        Married      T2      N1        IIB
## 414   47 White       Divorced      T1      N1        IIA
## 415   55 White        Married      T1      N1        IIA
## 416   40 White        Married      T2      N1        IIB
## 417   47 White        Married      T2      N1        IIB
## 418   52 White        Single       T2      N1        IIB
## 419   65 White        Married      T2      N1        IIB
## 420   63 White        Married      T2      N1        IIB
## 421   57 White        Single       T2      N1        IIB
## 422   45 White        Single       T1      N2       IIIA
## 423   62 White        Single       T1      N1        IIA
## 424   54 White        Married      T1      N1        IIA
## 425   65 White        Married      T2      N1        IIB
## 426   64 White        Married      T3      N1       IIIA
## 427   47 White        Married      T3      N1       IIIA
## 428   63 White        Married      T1      N3       IIIC
## 429   66 White        Married      T2      N1        IIB
## 430   69 White        Married      T1      N1        IIA
## 431   48 White        Married      T3      N2       IIIA
## 432   60 White        Widowed      T4      N3       IIIC
## 433   61 White        Married      T2      N1        IIB
## 434   61 White        Married      T1      N1        IIA
## 435   43 White        Married      T2      N1        IIB
## 436   49 White        Married      T3      N3       IIIC
## 437   63 White        Married      T1      N1        IIA
## 438   61 White        Married      T1      N1        IIA
## 439   61 White        Married      T2      N1        IIB
## 440   69 White       Divorced      T1      N1        IIA
## 441   66 White       Divorced      T2      N1        IIB
## 442   39 White        Widowed      T3      N3       IIIC
## 443   52 White        Married      T1      N1        IIA
## 444   49 White        Married      T1      N1        IIA
## 445   55 White        Married      T2      N3       IIIC
## 446   62 White        Married      T3      N1       IIIA
## 447   42 White      Separated      T1      N1        IIA
## 448   50 White       Divorced      T3      N1       IIIA
## 449   52 White        Married      T2      N1        IIB
## 450   38 White        Single       T2      N2       IIIA
## 451   39 White        Married      T2      N1        IIB
## 452   57 White        Married      T1      N1        IIA
## 453   62 White        Married      T2      N1        IIB
## 454   55 Other       Divorced      T1      N1        IIA
## 455   47 White        Married      T1      N1        IIA
## 456   68 White        Married      T2      N3       IIIC
## 457   50 White        Married      T1      N1        IIA
## 458   42 White        Married      T1      N3       IIIC
## 459   46 White       Divorced      T1      N1        IIA
## 460   42 White        Married      T1      N1        IIA
## 461   46 White        Married      T1      N1        IIA
## 462   50 White        Single       T1      N1        IIA
## 463   62 White        Married      T2      N1        IIB
## 464   58 White        Married      T1      N1        IIA
## 465   53 White        Married      T2      N1        IIB
## 466   46 White        Married      T1      N1        IIA
## 467   38 White        Single       T1      N1        IIA
## 468   40 White        Married      T2      N1        IIB
## 469   60 White        Married      T1      N1        IIA
## 470   63 White        Single       T1      N1        IIA
## 471   49 Black       Divorced      T2      N1        IIB
## 472   57 White        Married      T1      N1        IIA
## 473   48 Other        Married      T1      N1        IIA
## 474   46 White        Married      T2      N2       IIIA
## 475   61 White        Married      T3      N1       IIIA
## 476   61 Other        Married      T2      N2       IIIA
## 477   53 White        Single       T3      N1       IIIA
## 478   53 White        Married      T1      N1        IIA
## 479   42 Other        Married      T3      N2       IIIA
## 480   57 Other        Married      T2      N2       IIIA
## 481   56 White        Married      T3      N1       IIIA
## 482   48 White        Married      T3      N1       IIIA
## 483   59 White       Divorced      T1      N3       IIIC
## 484   57 White        Married      T3      N2       IIIA
## 485   56 White       Divorced      T2      N1        IIB
## 486   64 White        Married      T1      N1        IIA
## 487   50 White        Single       T2      N2       IIIA
## 488   40 White        Married      T1      N1        IIA
## 489   40 White        Married      T3      N1       IIIA
## 490   52 White        Widowed      T1      N1        IIA
## 491   59 White       Divorced      T1      N2       IIIA
## 492   53 White        Married      T1      N1        IIA
## 493   54 White        Married      T1      N1        IIA
## 494   61 White        Married      T3      N2       IIIA
## 495   48 White        Married      T1      N1        IIA
## 496   41 Black       Divorced      T1      N1        IIA
## 497   57 White        Married      T1      N1        IIA
## 498   40 White       Divorced      T2      N1        IIB
## 499   63 White        Married      T1      N3       IIIC
## 500   62 Black        Single       T1      N1        IIA
## 501   62 White       Divorced      T2      N2       IIIA
## 502   42 White        Married      T3      N2       IIIA
## 503   47 White        Married      T1      N1        IIA
## 504   53 White       Divorced      T1      N1        IIA
## 505   64 White        Married      T1      N1        IIA
## 506   51 Other        Married      T1      N2       IIIA
## 507   56 White        Married      T1      N1        IIA
## 508   50 White        Married      T1      N1        IIA
## 509   66 White        Married      T1      N1        IIA
## 510   56 White        Married      T1      N1        IIA
## 511   46 White        Married      T2      N1        IIB
## 512   66 White        Married      T1      N1        IIA
## 513   57 White        Married      T2      N1        IIB
## 514   55 Black        Married      T1      N1        IIA
## 515   32 White        Married      T2      N1        IIB
## 516   58 White      Separated      T2      N1        IIB
## 517   63 White        Married      T2      N3       IIIC
## 518   48 White        Single       T4      N3       IIIC
## 519   64 White        Married      T1      N2       IIIA
## 520   44 White        Married      T2      N1        IIB
## 521   57 White        Married      T1      N1        IIA
## 522   61 White       Divorced      T2      N3       IIIC
## 523   52 White        Married      T2      N3       IIIC
## 524   45 White        Single       T2      N3       IIIC
## 525   52 White        Married      T1      N1        IIA
## 526   67 White        Married      T3      N3       IIIC
## 527   45 White        Married      T3      N1       IIIA
## 528   63 White        Married      T2      N1        IIB
## 529   56 White        Married      T2      N3       IIIC
## 530   46 White        Married      T2      N1        IIB
## 531   53 White        Married      T1      N3       IIIC
## 532   62 White        Single       T1      N1        IIA
## 533   47 White        Married      T1      N3       IIIC
## 534   39 White        Married      T1      N2       IIIA
## 535   33 White        Married      T2      N1        IIB
## 536   56 White        Married      T2      N3       IIIC
## 537   55 White        Married      T1      N1        IIA
## 538   69 White        Widowed      T2      N1        IIB
## 539   58 White        Married      T2      N1        IIB
## 540   42 White        Single       T1      N1        IIA
## 541   58 Other        Married      T3      N2       IIIA
## 542   51 White        Single       T2      N1        IIB
## 543   64 White        Married      T1      N1        IIA
## 544   62 Other       Divorced      T1      N1        IIA
## 545   52 White       Divorced      T1      N3       IIIC
## 546   43 Other        Married      T2      N1        IIB
## 547   65 White        Single       T3      N2       IIIA
## 548   59 White        Married      T2      N2       IIIA
## 549   62 White       Divorced      T1      N3       IIIC
## 550   51 White        Married      T1      N2       IIIA
## 551   57 White        Married      T3      N3       IIIC
## 552   46 White        Married      T3      N1       IIIA
## 553   40 White        Married      T1      N1        IIA
## 554   49 White        Married      T1      N2       IIIA
## 555   46 White        Single       T2      N1        IIB
## 556   40 Black        Married      T1      N1        IIA
## 557   49 White       Divorced      T3      N2       IIIA
## 558   61 White        Single       T2      N2       IIIA
## 559   56 White        Married      T1      N1        IIA
## 560   50 White        Single       T2      N2       IIIA
## 561   55 Black       Divorced      T2      N1        IIB
## 562   60 White        Married      T1      N1        IIA
## 563   34 White        Married      T2      N1        IIB
## 564   51 White       Divorced      T3      N1       IIIA
## 565   53 White        Married      T3      N2       IIIA
## 566   58 White        Married      T2      N2       IIIA
## 567   61 White        Married      T1      N1        IIA
## 568   48 White        Married      T1      N1        IIA
## 569   63 White       Divorced      T2      N3       IIIC
## 570   56 White        Married      T3      N3       IIIC
## 571   66 Other       Divorced      T2      N1        IIB
## 572   64 White        Single       T2      N1        IIB
## 573   49 White        Married      T2      N3       IIIC
## 574   56 White        Married      T2      N2       IIIA
## 575   67 White        Married      T2      N3       IIIC
## 576   42 Other        Single       T2      N2       IIIA
## 577   47 White        Single       T2      N1        IIB
## 578   60 White        Married      T1      N1        IIA
## 579   43 White       Divorced      T2      N1        IIB
## 580   42 White        Married      T1      N1        IIA
## 581   60 White       Divorced      T4      N3       IIIC
## 582   52 Black        Single       T1      N1        IIA
## 583   63 White       Divorced      T2      N1        IIB
## 584   60 White        Married      T1      N1        IIA
## 585   61 White        Married      T1      N1        IIA
## 586   58 White        Married      T4      N2       IIIB
## 587   52 White        Married      T1      N1        IIA
## 588   64 White        Married      T1      N1        IIA
## 589   68 White        Married      T1      N3       IIIC
## 590   47 White        Married      T2      N1        IIB
## 591   51 White        Married      T2      N1        IIB
## 592   53 White       Divorced      T1      N1        IIA
## 593   63 White        Married      T2      N2       IIIA
## 594   50 Black        Single       T3      N3       IIIC
## 595   45 White        Married      T2      N1        IIB
## 596   68 White        Married      T2      N2       IIIA
## 597   46 Black        Married      T1      N1        IIA
## 598   54 Other        Married      T1      N1        IIA
## 599   65 White        Married      T1      N2       IIIA
## 600   51 White        Married      T2      N1        IIB
## 601   45 Black        Single       T1      N1        IIA
## 602   45 White        Married      T2      N2       IIIA
## 603   57 White        Widowed      T3      N3       IIIC
## 604   35 White        Married      T2      N2       IIIA
## 605   54 White        Single       T2      N1        IIB
## 606   68 White        Married      T2      N1        IIB
## 607   58 White        Widowed      T1      N1        IIA
## 608   48 White       Divorced      T2      N3       IIIC
## 609   59 White        Married      T1      N1        IIA
## 610   47 White        Married      T2      N1        IIB
## 611   52 Other        Single       T2      N1        IIB
## 612   46 White        Married      T2      N1        IIB
## 613   34 White        Married      T2      N1        IIB
## 614   34 White        Single       T1      N1        IIA
## 615   36 White        Married      T2      N1        IIB
## 616   40 White        Single       T2      N2       IIIA
## 617   38 White        Married      T3      N1       IIIA
## 618   61 White        Married      T2      N1        IIB
## 619   37 Black        Married      T3      N1       IIIA
## 620   60 White        Widowed      T2      N1        IIB
## 621   38 Other       Divorced      T1      N1        IIA
## 622   56 White        Married      T2      N1        IIB
## 623   49 White        Single       T1      N1        IIA
## 624   65 White        Married      T2      N2       IIIA
## 625   61 White        Married      T2      N1        IIB
## 626   69 White        Married      T2      N1        IIB
## 627   53 White        Married      T1      N2       IIIA
## 628   61 Black        Married      T1      N1        IIA
## 629   47 White        Married      T2      N2       IIIA
## 630   62 Other        Married      T2      N1        IIB
## 631   62 White        Married      T3      N1       IIIA
## 632   41 Black        Single       T1      N1        IIA
## 633   41 White        Married      T2      N1        IIB
## 634   48 White        Married      T1      N3       IIIC
## 635   48 White        Married      T2      N1        IIB
## 636   54 White        Single       T2      N1        IIB
## 637   63 White        Married      T2      N1        IIB
## 638   44 White        Married      T3      N1       IIIA
## 639   51 White        Married      T1      N1        IIA
## 640   55 White        Married      T1      N1        IIA
## 641   49 White        Single       T2      N2       IIIA
## 642   64 White        Married      T1      N1        IIA
## 643   63 White        Married      T2      N1        IIB
## 644   46 White        Married      T1      N2       IIIA
## 645   46 White       Divorced      T2      N3       IIIC
## 646   61 White        Married      T1      N1        IIA
## 647   52 White        Married      T2      N1        IIB
## 648   62 White        Married      T2      N1        IIB
## 649   52 White        Married      T1      N1        IIA
## 650   39 White        Married      T2      N2       IIIA
## 651   36 White        Single       T2      N1        IIB
## 652   64 White        Married      T1      N1        IIA
## 653   55 White        Married      T2      N1        IIB
## 654   65 White        Married      T1      N1        IIA
## 655   45 Other      Separated      T3      N1       IIIA
## 656   68 White        Married      T2      N1        IIB
## 657   57 White        Married      T2      N3       IIIC
## 658   44 White        Married      T1      N1        IIA
## 659   51 White        Married      T2      N3       IIIC
## 660   50 White        Married      T2      N3       IIIC
## 661   52 White       Divorced      T1      N1        IIA
## 662   53 White       Divorced      T1      N1        IIA
## 663   49 White        Married      T2      N3       IIIC
## 664   65 White        Married      T4      N1       IIIB
## 665   67 White        Married      T1      N1        IIA
## 666   63 White        Married      T3      N2       IIIA
## 667   43 White       Divorced      T1      N2       IIIA
## 668   57 White        Married      T3      N1       IIIA
## 669   63 White        Married      T2      N1        IIB
## 670   52 White        Married      T2      N1        IIB
## 671   61 White       Divorced      T1      N1        IIA
## 672   58 White       Divorced      T2      N1        IIB
## 673   62 White        Married      T1      N1        IIA
## 674   56 Other        Married      T2      N2       IIIA
## 675   48 White        Married      T2      N1        IIB
## 676   64 White        Married      T2      N1        IIB
## 677   67 White        Married      T2      N1        IIB
## 678   57 White        Married      T2      N1        IIB
## 679   41 Other        Married      T2      N1        IIB
## 680   62 White        Married      T2      N2       IIIA
## 681   51 Other        Single       T1      N1        IIA
## 682   65 White        Married      T2      N3       IIIC
## 683   51 White        Married      T2      N1        IIB
## 684   46 White       Divorced      T1      N2       IIIA
## 685   46 White       Divorced      T1      N3       IIIC
## 686   48 White        Married      T2      N1        IIB
## 687   43 White        Single       T2      N1        IIB
## 688   59 White        Married      T1      N1        IIA
## 689   49 White        Married      T1      N1        IIA
## 690   56 White        Married      T2      N1        IIB
## 691   53 White        Married      T2      N2       IIIA
## 692   58 White        Married      T3      N1       IIIA
## 693   51 White        Married      T1      N1        IIA
## 694   55 White        Married      T2      N2       IIIA
## 695   54 White        Married      T2      N1        IIB
## 696   34 Other       Divorced      T2      N2       IIIA
## 697   42 White       Divorced      T2      N3       IIIC
## 698   45 White       Divorced      T2      N3       IIIC
## 699   46 White        Single       T2      N1        IIB
## 700   62 Other       Divorced      T1      N1        IIA
## 701   49 White        Married      T2      N2       IIIA
## 702   38 White        Married      T4      N2       IIIB
## 703   30 White        Single       T2      N2       IIIA
## 704   68 White        Married      T1      N1        IIA
## 705   59 White        Married      T2      N3       IIIC
## 706   49 White        Single       T3      N2       IIIA
## 707   57 White        Single       T1      N2       IIIA
## 708   49 White        Married      T3      N1       IIIA
## 709   65 White       Divorced      T2      N3       IIIC
## 710   47 White        Married      T1      N1        IIA
## 711   40 White        Married      T2      N1        IIB
## 712   45 White        Married      T1      N1        IIA
## 713   54 White        Married      T2      N1        IIB
## 714   55 White        Married      T3      N1       IIIA
## 715   57 White        Married      T2      N1        IIB
## 716   67 White        Married      T1      N1        IIA
## 717   51 White        Married      T2      N1        IIB
## 718   54 White       Divorced      T1      N1        IIA
## 719   52 White        Single       T1      N2       IIIA
## 720   63 White        Widowed      T2      N1        IIB
## 721   48 White        Married      T2      N2       IIIA
## 722   49 White        Married      T2      N3       IIIC
## 723   46 White      Separated      T1      N1        IIA
## 724   46 White        Married      T1      N1        IIA
## 725   46 White        Single       T3      N2       IIIA
## 726   65 White        Married      T2      N1        IIB
## 727   69 Black        Married      T1      N1        IIA
## 728   59 White        Married      T3      N1       IIIA
## 729   48 Black        Single       T4      N2       IIIB
## 730   43 White        Married      T3      N3       IIIC
## 731   55 White       Divorced      T1      N2       IIIA
## 732   59 White        Married      T1      N1        IIA
## 733   67 White        Widowed      T1      N1        IIA
## 734   69 White        Single       T1      N1        IIA
## 735   54 White        Married      T3      N1       IIIA
## 736   69 White        Married      T1      N1        IIA
## 737   60 White        Married      T1      N2       IIIA
## 738   45 White        Married      T1      N1        IIA
## 739   48 White        Single       T2      N1        IIB
## 740   60 Black        Married      T2      N1        IIB
## 741   49 White        Married      T3      N1       IIIA
## 742   33 White        Married      T1      N1        IIA
## 743   60 Black       Divorced      T2      N1        IIB
## 744   68 White        Married      T2      N1        IIB
## 745   67 White        Single       T1      N1        IIA
## 746   50 White        Married      T1      N1        IIA
## 747   46 White        Single       T3      N2       IIIA
## 748   39 White        Married      T3      N1       IIIA
## 749   55 Other        Married      T1      N2       IIIA
## 750   59 White        Married      T1      N1        IIA
## 751   32 Other        Married      T1      N1        IIA
## 752   63 White        Single       T2      N1        IIB
## 753   53 White        Married      T2      N1        IIB
## 754   54 White        Married      T2      N1        IIB
## 755   50 White       Divorced      T2      N2       IIIA
## 756   45 White        Married      T2      N1        IIB
## 757   46 White        Married      T2      N1        IIB
## 758   46 White        Married      T2      N1        IIB
## 759   67 White        Married      T2      N1        IIB
## 760   58 White        Married      T3      N2       IIIA
## 761   60 White        Married      T1      N1        IIA
## 762   55 White        Married      T1      N1        IIA
## 763   46 White        Married      T2      N1        IIB
## 764   62 White        Married      T2      N1        IIB
## 765   59 White        Married      T1      N1        IIA
## 766   59 White        Married      T2      N2       IIIA
## 767   44 White        Married      T2      N1        IIB
## 768   69 White        Married      T1      N1        IIA
## 769   43 Black        Single       T2      N1        IIB
## 770   63 Other        Married      T3      N1       IIIA
## 771   43 White       Divorced      T1      N2       IIIA
## 772   36 White        Single       T1      N2       IIIA
## 773   63 White       Divorced      T2      N1        IIB
## 774   60 Black        Single       T1      N1        IIA
## 775   56 Other        Married      T2      N2       IIIA
## 776   44 White        Married      T1      N1        IIA
## 777   69 White        Widowed      T2      N3       IIIC
## 778   50 White       Divorced      T3      N1       IIIA
## 779   55 White        Married      T1      N1        IIA
## 780   65 White        Married      T1      N1        IIA
## 781   47 White        Married      T1      N1        IIA
## 782   62 White        Married      T2      N2       IIIA
## 783   60 White        Married      T2      N1        IIB
## 784   62 White        Married      T2      N2       IIIA
## 785   62 White        Widowed      T1      N1        IIA
## 786   63 White        Married      T2      N1        IIB
## 787   61 White        Married      T4      N1       IIIB
## 788   55 Other        Married      T2      N1        IIB
## 789   66 Other        Widowed      T1      N1        IIA
## 790   69 White        Single       T2      N1        IIB
## 791   60 White        Married      T2      N2       IIIA
## 792   61 White        Married      T1      N1        IIA
## 793   51 White        Married      T1      N1        IIA
## 794   49 White        Single       T2      N2       IIIA
## 795   58 White        Married      T2      N1        IIB
## 796   60 Other        Married      T1      N1        IIA
## 797   48 White        Single       T1      N1        IIA
## 798   63 White        Married      T1      N1        IIA
## 799   40 Black        Married      T2      N1        IIB
## 800   69 Black        Single       T2      N1        IIB
## 801   67 White        Married      T2      N3       IIIC
## 802   41 White        Married      T3      N3       IIIC
## 803   67 White        Married      T1      N1        IIA
## 804   45 White       Divorced      T1      N1        IIA
## 805   66 White        Married      T2      N1        IIB
## 806   55 Other        Married      T1      N1        IIA
## 807   48 White        Married      T1      N1        IIA
## 808   58 White        Married      T2      N2       IIIA
## 809   61 White        Married      T2      N1        IIB
## 810   59 White        Married      T2      N1        IIB
## 811   51 White        Married      T1      N1        IIA
## 812   44 White       Divorced      T2      N1        IIB
## 813   59 White        Married      T1      N1        IIA
## 814   58 White        Married      T2      N1        IIB
## 815   43 White        Married      T2      N3       IIIC
## 816   52 White        Widowed      T2      N3       IIIC
## 817   57 White        Married      T2      N3       IIIC
## 818   52 White        Married      T2      N1        IIB
## 819   56 White        Married      T1      N1        IIA
## 820   69 White        Widowed      T2      N1        IIB
## 821   49 White        Single       T1      N1        IIA
## 822   64 White        Married      T3      N1       IIIA
## 823   48 White        Married      T2      N1        IIB
## 824   41 White        Married      T2      N1        IIB
## 825   51 White        Single       T1      N2       IIIA
## 826   45 White        Married      T2      N2       IIIA
## 827   53 White       Divorced      T1      N1        IIA
## 828   47 White        Married      T2      N1        IIB
## 829   60 White       Divorced      T3      N1       IIIA
## 830   62 White        Married      T1      N1        IIA
## 831   50 White        Married      T1      N1        IIA
## 832   55 White       Divorced      T1      N1        IIA
## 833   60 Other        Married      T2      N2       IIIA
## 834   65 Other        Married      T2      N2       IIIA
## 835   64 White       Divorced      T2      N1        IIB
## 836   64 Other        Married      T2      N1        IIB
## 837   67 White        Married      T1      N1        IIA
## 838   57 White        Married      T1      N1        IIA
## 839   38 White        Married      T2      N3       IIIC
## 840   52 White        Married      T2      N1        IIB
## 841   36 Black        Single       T2      N3       IIIC
## 842   49 White        Single       T3      N2       IIIA
## 843   67 White        Married      T2      N1        IIB
## 844   64 White        Married      T3      N1       IIIA
## 845   61 Other       Divorced      T4      N1       IIIB
## 846   68 White        Married      T2      N3       IIIC
## 847   56 Other        Married      T2      N1        IIB
## 848   47 Black        Married      T1      N1        IIA
## 849   31 White        Married      T2      N1        IIB
## 850   55 Black        Married      T1      N1        IIA
## 851   62 Black        Widowed      T1      N1        IIA
## 852   48 White        Married      T1      N2       IIIA
## 853   46 White        Married      T2      N1        IIB
## 854   62 White        Married      T1      N1        IIA
## 855   61 Other        Married      T2      N1        IIB
## 856   56 White        Married      T2      N2       IIIA
## 857   65 White        Married      T1      N2       IIIA
## 858   38 White        Married      T1      N1        IIA
## 859   57 White        Married      T2      N1        IIB
## 860   62 White        Married      T1      N1        IIA
## 861   57 White        Single       T2      N1        IIB
## 862   63 Other        Married      T2      N2       IIIA
## 863   62 White        Married      T2      N1        IIB
## 864   49 White        Single       T2      N3       IIIC
## 865   31 Other       Divorced      T2      N1        IIB
## 866   67 White        Widowed      T1      N3       IIIC
## 867   39 White        Married      T2      N2       IIIA
## 868   48 White        Married      T1      N3       IIIC
## 869   38 White        Married      T1      N1        IIA
## 870   47 White       Divorced      T2      N1        IIB
## 871   47 White       Divorced      T2      N1        IIB
## 872   53 White        Married      T2      N1        IIB
## 873   46 White        Married      T2      N2       IIIA
## 874   38 White        Married      T1      N2       IIIA
## 875   52 White        Married      T4      N2       IIIB
## 876   46 White        Married      T1      N1        IIA
## 877   61 White       Divorced      T1      N1        IIA
## 878   38 Black        Single       T3      N1       IIIA
## 879   50 Other        Single       T3      N1       IIIA
## 880   40 White        Married      T1      N1        IIA
## 881   51 White        Married      T1      N2       IIIA
## 882   61 White        Married      T2      N1        IIB
## 883   42 White        Married      T1      N1        IIA
## 884   63 Other        Married      T3      N2       IIIA
## 885   64 White        Married      T1      N1        IIA
## 886   66 White        Married      T1      N1        IIA
## 887   42 White        Married      T1      N1        IIA
## 888   51 White       Divorced      T2      N3       IIIC
## 889   45 White        Married      T1      N1        IIA
## 890   46 Other        Married      T3      N2       IIIA
## 891   55 White        Single       T2      N2       IIIA
## 892   49 White        Married      T3      N2       IIIA
## 893   65 White        Single       T2      N3       IIIC
## 894   58 White        Married      T3      N1       IIIA
## 895   47 White        Married      T3      N2       IIIA
## 896   65 White        Married      T2      N1        IIB
## 897   67 White        Married      T3      N2       IIIA
## 898   39 White        Married      T3      N1       IIIA
## 899   59 White       Divorced      T2      N2       IIIA
## 900   38 White        Married      T1      N1        IIA
## 901   41 White        Single       T1      N1        IIA
## 902   65 White        Married      T1      N1        IIA
## 903   52 White        Married      T1      N1        IIA
## 904   49 Black        Single       T3      N1       IIIA
## 905   58 White        Widowed      T2      N1        IIB
## 906   55 White        Married      T1      N1        IIA
## 907   64 White        Married      T3      N3       IIIC
## 908   53 White        Single       T2      N3       IIIC
## 909   39 Black       Divorced      T2      N1        IIB
## 910   54 Black        Widowed      T3      N3       IIIC
## 911   67 White       Divorced      T1      N1        IIA
## 912   65 Other        Married      T2      N3       IIIC
## 913   45 White        Married      T2      N1        IIB
## 914   63 White        Widowed      T1      N1        IIA
## 915   56 White       Divorced      T2      N1        IIB
## 916   38 Black      Separated      T1      N1        IIA
## 917   47 White        Married      T3      N1       IIIA
## 918   46 Black        Single       T2      N2       IIIA
## 919   66 White        Married      T1      N1        IIA
## 920   51 Other        Married      T1      N1        IIA
## 921   63 White        Single       T2      N1        IIB
## 922   43 Other        Married      T2      N3       IIIC
## 923   49 White        Married      T3      N3       IIIC
## 924   69 White        Single       T1      N1        IIA
## 925   51 Other        Married      T1      N1        IIA
## 926   49 White        Single       T2      N1        IIB
## 927   44 White        Married      T1      N1        IIA
## 928   45 Black      Separated      T2      N1        IIB
## 929   64 White        Single       T2      N1        IIB
## 930   60 White        Married      T1      N1        IIA
## 931   60 Black        Single       T2      N1        IIB
## 932   60 White        Married      T2      N1        IIB
## 933   53 Other        Married      T1      N1        IIA
## 934   63 White        Married      T2      N1        IIB
## 935   53 White        Married      T1      N1        IIA
## 936   53 White        Married      T2      N2       IIIA
## 937   46 White        Married      T1      N1        IIA
## 938   65 White        Widowed      T3      N2       IIIA
## 939   30 White       Divorced      T3      N2       IIIA
## 940   43 White        Married      T1      N2       IIIA
## 941   61 White        Married      T1      N3       IIIC
## 942   67 Black       Divorced      T2      N2       IIIA
## 943   42 White        Married      T1      N1        IIA
## 944   68 White        Married      T2      N1        IIB
## 945   58 White        Married      T1      N3       IIIC
## 946   57 White        Married      T1      N1        IIA
## 947   43 White        Single       T2      N1        IIB
## 948   39 White        Single       T4      N3       IIIC
## 949   53 White        Married      T2      N2       IIIA
## 950   55 White        Married      T1      N3       IIIC
## 951   66 White       Divorced      T1      N1        IIA
## 952   58 White        Married      T1      N1        IIA
## 953   41 White        Married      T1      N1        IIA
## 954   50 White        Married      T1      N1        IIA
## 955   39 White        Married      T2      N1        IIB
## 956   37 White        Widowed      T1      N1        IIA
## 957   46 Black        Married      T1      N1        IIA
## 958   55 Other        Married      T1      N1        IIA
## 959   42 Black        Single       T2      N1        IIB
## 960   53 White        Married      T2      N2       IIIA
## 961   66 White        Married      T1      N1        IIA
## 962   55 White        Married      T1      N1        IIA
## 963   48 Other        Married      T2      N2       IIIA
## 964   49 White        Married      T3      N2       IIIA
## 965   60 White        Married      T3      N3       IIIC
## 966   61 White        Married      T2      N1        IIB
## 967   63 White        Married      T2      N1        IIB
## 968   61 Black        Married      T1      N1        IIA
## 969   47 White        Married      T2      N2       IIIA
## 970   53 Black        Married      T1      N2       IIIA
## 971   45 White        Married      T1      N1        IIA
## 972   62 White        Married      T3      N3       IIIC
## 973   47 White        Married      T2      N1        IIB
## 974   40 Other        Married      T3      N2       IIIA
## 975   63 White        Married      T1      N1        IIA
## 976   42 White        Married      T1      N1        IIA
## 977   47 White        Married      T2      N1        IIB
## 978   51 White        Single       T3      N1       IIIA
## 979   51 White        Single       T2      N1        IIB
## 980   50 White        Married      T1      N1        IIA
## 981   46 Other        Married      T3      N1       IIIA
## 982   47 White        Married      T3      N2       IIIA
## 983   46 Black        Single       T3      N2       IIIA
## 984   56 White        Single       T1      N1        IIA
## 985   64 Black        Married      T1      N1        IIA
## 986   49 White        Widowed      T3      N1       IIIA
## 987   66 Black        Married      T1      N1        IIA
## 988   60 White        Single       T1      N3       IIIC
## 989   60 White        Single       T2      N1        IIB
## 990   53 White       Divorced      T2      N3       IIIC
## 991   63 White       Divorced      T2      N1        IIB
## 992   61 Other        Married      T1      N1        IIA
## 993   45 White        Married      T2      N1        IIB
## 994   47 White        Single       T3      N1       IIIA
## 995   55 White        Single       T2      N1        IIB
## 996   35 Black        Single       T2      N2       IIIA
## 997   55 White      Separated      T2      N1        IIB
## 998   60 Other        Widowed      T2      N1        IIB
## 999   31 Other        Single       T1      N1        IIA
## 1000  51 White       Divorced      T2      N1        IIB
## 1001  58 White        Married      T1      N1        IIA
## 1002  50 White        Single       T2      N1        IIB
## 1003  48 White        Married      T2      N3       IIIC
## 1004  57 White       Divorced      T2      N2       IIIA
## 1005  69 White        Married      T2      N3       IIIC
## 1006  57 Other        Married      T2      N1        IIB
## 1007  44 Other        Married      T2      N1        IIB
## 1008  60 White       Divorced      T3      N2       IIIA
## 1009  56 White       Divorced      T3      N2       IIIA
## 1010  55 White        Married      T1      N1        IIA
## 1011  68 White       Divorced      T3      N1       IIIA
## 1012  42 White        Single       T1      N1        IIA
## 1013  47 White       Divorced      T2      N1        IIB
## 1014  59 White        Single       T2      N2       IIIA
## 1015  65 White        Married      T1      N2       IIIA
## 1016  32 White        Single       T2      N1        IIB
## 1017  49 White        Married      T2      N1        IIB
## 1018  60 White        Single       T2      N3       IIIC
## 1019  55 Other        Married      T1      N1        IIA
## 1020  64 White        Widowed      T2      N1        IIB
## 1021  43 White        Married      T2      N2       IIIA
## 1022  61 White        Married      T2      N1        IIB
## 1023  42 White       Divorced      T2      N1        IIB
## 1024  58 White        Married      T2      N1        IIB
## 1025  51 White        Married      T2      N2       IIIA
## 1026  68 White        Married      T1      N1        IIA
## 1027  58 White        Married      T2      N1        IIB
## 1028  62 White        Married      T1      N1        IIA
## 1029  66 White        Widowed      T2      N1        IIB
## 1030  52 White        Widowed      T1      N2       IIIA
## 1031  69 White        Married      T1      N1        IIA
## 1032  64 White        Married      T1      N1        IIA
## 1033  66 White        Married      T1      N1        IIA
## 1034  62 White        Married      T2      N3       IIIC
## 1035  55 White        Married      T1      N1        IIA
## 1036  55 White        Married      T1      N1        IIA
## 1037  57 White        Single       T1      N1        IIA
## 1038  54 White        Married      T3      N1       IIIA
## 1039  67 White        Married      T2      N1        IIB
## 1040  62 White        Married      T2      N3       IIIC
## 1041  66 White       Divorced      T2      N3       IIIC
## 1042  56 White        Married      T1      N2       IIIA
## 1043  64 White       Divorced      T2      N2       IIIA
## 1044  67 White        Married      T2      N3       IIIC
## 1045  41 White        Married      T2      N1        IIB
## 1046  65 White        Married      T1      N1        IIA
## 1047  51 White        Married      T1      N1        IIA
## 1048  49 White        Married      T1      N1        IIA
## 1049  56 White        Married      T2      N2       IIIA
## 1050  44 White        Single       T1      N1        IIA
## 1051  56 White        Married      T1      N1        IIA
## 1052  48 White        Married      T1      N1        IIA
## 1053  54 White        Married      T1      N2       IIIA
## 1054  62 White        Married      T2      N1        IIB
## 1055  53 White        Married      T1      N1        IIA
## 1056  45 White        Married      T1      N2       IIIA
## 1057  50 White        Married      T2      N2       IIIA
## 1058  54 White        Married      T1      N1        IIA
## 1059  32 White        Married      T1      N1        IIA
## 1060  65 White       Divorced      T1      N1        IIA
## 1061  63 White        Single       T1      N3       IIIC
## 1062  67 White        Married      T2      N3       IIIC
## 1063  62 White        Single       T2      N2       IIIA
## 1064  67 Other        Married      T1      N1        IIA
## 1065  42 White        Married      T1      N1        IIA
## 1066  60 White        Married      T2      N1        IIB
## 1067  48 White       Divorced      T2      N2       IIIA
## 1068  60 White       Divorced      T2      N2       IIIA
## 1069  69 White       Divorced      T1      N1        IIA
## 1070  54 Other        Married      T2      N3       IIIC
## 1071  56 Black        Single       T2      N2       IIIA
## 1072  48 White        Single       T2      N2       IIIA
## 1073  45 White       Divorced      T3      N2       IIIA
## 1074  59 White       Divorced      T2      N2       IIIA
## 1075  59 White       Divorced      T2      N1        IIB
## 1076  49 White        Married      T1      N1        IIA
## 1077  64 White        Married      T3      N2       IIIA
## 1078  47 White        Married      T1      N1        IIA
## 1079  46 White        Married      T2      N2       IIIA
## 1080  63 White        Married      T2      N1        IIB
## 1081  61 White        Married      T1      N3       IIIC
## 1082  65 White        Married      T1      N3       IIIC
## 1083  64 White        Single       T3      N3       IIIC
## 1084  53 Black        Married      T2      N1        IIB
## 1085  42 White        Married      T2      N1        IIB
## 1086  49 White       Divorced      T1      N1        IIA
## 1087  66 White       Divorced      T4      N1       IIIB
## 1088  36 White        Married      T1      N1        IIA
## 1089  46 White        Married      T2      N1        IIB
## 1090  53 White        Married      T1      N3       IIIC
## 1091  62 Other        Single       T1      N1        IIA
## 1092  55 White        Widowed      T3      N2       IIIA
## 1093  53 White        Married      T2      N1        IIB
## 1094  57 Black        Single       T1      N1        IIA
## 1095  58 White        Married      T1      N1        IIA
## 1096  68 Other        Married      T3      N3       IIIC
## 1097  41 White        Married      T1      N2       IIIA
## 1098  69 White        Married      T1      N1        IIA
## 1099  61 White        Married      T1      N1        IIA
## 1100  46 White        Married      T1      N1        IIA
## 1101  60 White        Married      T2      N3       IIIC
## 1102  63 White        Married      T2      N1        IIB
## 1103  45 White        Married      T1      N1        IIA
## 1104  60 White        Married      T2      N1        IIB
## 1105  50 White        Married      T1      N1        IIA
## 1106  64 White        Widowed      T2      N2       IIIA
## 1107  51 White       Divorced      T3      N3       IIIC
## 1108  58 White        Married      T1      N3       IIIC
## 1109  63 White        Married      T2      N1        IIB
## 1110  61 White        Married      T1      N2       IIIA
## 1111  49 Other        Married      T2      N1        IIB
## 1112  57 White        Married      T2      N1        IIB
## 1113  51 White        Single       T1      N1        IIA
## 1114  60 White        Single       T1      N1        IIA
## 1115  66 White       Divorced      T2      N2       IIIA
## 1116  50 White        Married      T3      N1       IIIA
## 1117  53 White        Married      T2      N3       IIIC
## 1118  33 White        Married      T2      N2       IIIA
## 1119  45 White        Married      T2      N1        IIB
## 1120  57 White        Married      T4      N3       IIIC
## 1121  52 Other        Married      T1      N3       IIIC
## 1122  52 White        Single       T2      N1        IIB
## 1123  58 White        Married      T3      N2       IIIA
## 1124  60 White        Single       T1      N1        IIA
## 1125  59 Other        Married      T2      N1        IIB
## 1126  43 Black        Single       T2      N1        IIB
## 1127  47 White       Divorced      T1      N1        IIA
## 1128  52 White        Single       T1      N1        IIA
## 1129  63 White       Divorced      T3      N3       IIIC
## 1130  51 White        Married      T1      N1        IIA
## 1131  63 White        Married      T1      N1        IIA
## 1132  49 White        Married      T1      N1        IIA
## 1133  61 White       Divorced      T2      N1        IIB
## 1134  64 White       Divorced      T2      N1        IIB
## 1135  57 Black        Married      T1      N1        IIA
## 1136  58 White        Married      T1      N2       IIIA
## 1137  55 Other        Married      T2      N3       IIIC
## 1138  54 White        Married      T2      N1        IIB
## 1139  67 White        Single       T1      N1        IIA
## 1140  57 White        Married      T4      N1       IIIB
## 1141  37 White        Married      T3      N3       IIIC
## 1142  61 White       Divorced      T1      N1        IIA
## 1143  46 White        Married      T2      N2       IIIA
## 1144  31 White       Divorced      T2      N1        IIB
## 1145  59 White        Married      T2      N1        IIB
## 1146  50 White        Single       T2      N1        IIB
## 1147  59 White        Married      T1      N1        IIA
## 1148  41 White        Married      T1      N1        IIA
## 1149  64 White        Widowed      T2      N1        IIB
## 1150  60 White        Married      T1      N2       IIIA
## 1151  68 White        Married      T1      N1        IIA
## 1152  46 Black       Divorced      T4      N3       IIIC
## 1153  43 White        Married      T1      N1        IIA
## 1154  49 White        Married      T1      N1        IIA
## 1155  56 White        Married      T2      N2       IIIA
## 1156  60 White        Married      T2      N2       IIIA
## 1157  67 White        Married      T2      N1        IIB
## 1158  67 White        Widowed      T1      N1        IIA
## 1159  50 White        Married      T1      N1        IIA
## 1160  68 White        Married      T3      N1       IIIA
## 1161  66 White        Single       T2      N2       IIIA
## 1162  40 White        Married      T3      N1       IIIA
## 1163  45 Black        Single       T1      N1        IIA
## 1164  61 White        Married      T1      N1        IIA
## 1165  68 White        Widowed      T1      N1        IIA
## 1166  59 White        Married      T2      N1        IIB
## 1167  65 White        Married      T2      N2       IIIA
## 1168  50 White        Married      T1      N2       IIIA
## 1169  62 White        Widowed      T2      N2       IIIA
## 1170  59 White        Widowed      T2      N1        IIB
## 1171  56 White        Married      T2      N2       IIIA
## 1172  46 Black        Single       T1      N1        IIA
## 1173  41 White        Married      T1      N1        IIA
## 1174  45 White        Married      T2      N1        IIB
## 1175  44 White        Married      T1      N1        IIA
## 1176  47 White        Single       T2      N1        IIB
## 1177  66 Other        Married      T1      N2       IIIA
## 1178  56 White        Single       T1      N1        IIA
## 1179  49 White        Married      T3      N3       IIIC
## 1180  64 Black        Widowed      T2      N3       IIIC
## 1181  66 White        Married      T1      N1        IIA
## 1182  45 White        Married      T1      N1        IIA
## 1183  65 White        Widowed      T2      N2       IIIA
## 1184  54 White        Married      T2      N1        IIB
## 1185  48 White        Single       T2      N1        IIB
## 1186  49 White       Divorced      T1      N1        IIA
## 1187  40 Other        Married      T2      N1        IIB
## 1188  64 White       Divorced      T2      N2       IIIA
## 1189  61 White        Single       T2      N1        IIB
## 1190  61 White        Married      T2      N2       IIIA
## 1191  55 White        Married      T3      N2       IIIA
## 1192  43 Black        Married      T1      N3       IIIC
## 1193  63 White        Married      T1      N1        IIA
## 1194  48 White        Married      T3      N1       IIIA
## 1195  46 White        Married      T2      N1        IIB
## 1196  63 White        Married      T1      N1        IIA
## 1197  43 White        Married      T3      N2       IIIA
## 1198  46 White       Divorced      T1      N1        IIA
## 1199  35 White        Married      T1      N1        IIA
## 1200  68 White        Married      T2      N3       IIIC
## 1201  47 White        Married      T2      N1        IIB
## 1202  43 White        Married      T1      N1        IIA
## 1203  57 White       Divorced      T1      N2       IIIA
## 1204  64 White        Married      T2      N1        IIB
## 1205  61 White        Married      T1      N1        IIA
## 1206  44 Other      Separated      T2      N2       IIIA
## 1207  50 White        Married      T1      N1        IIA
## 1208  49 White        Single       T2      N1        IIB
## 1209  67 White        Widowed      T1      N1        IIA
## 1210  46 Black       Divorced      T2      N2       IIIA
## 1211  51 White        Married      T1      N1        IIA
## 1212  58 White        Married      T2      N3       IIIC
## 1213  46 White        Married      T3      N3       IIIC
## 1214  59 White        Married      T2      N1        IIB
## 1215  53 White        Married      T1      N1        IIA
## 1216  62 White        Married      T2      N2       IIIA
## 1217  57 White        Married      T2      N1        IIB
## 1218  51 Black        Married      T2      N1        IIB
## 1219  69 White        Married      T2      N1        IIB
## 1220  47 White        Single       T2      N1        IIB
## 1221  57 White        Married      T1      N1        IIA
## 1222  55 White        Married      T1      N1        IIA
## 1223  52 White        Single       T2      N2       IIIA
## 1224  45 Other        Married      T1      N1        IIA
## 1225  39 White        Married      T1      N1        IIA
## 1226  56 Black        Married      T4      N1       IIIB
## 1227  45 White        Married      T1      N1        IIA
## 1228  41 White        Married      T2      N1        IIB
## 1229  63 White        Single       T1      N1        IIA
## 1230  68 White        Married      T1      N1        IIA
## 1231  64 White        Married      T1      N1        IIA
## 1232  49 White        Married      T1      N2       IIIA
## 1233  68 White        Married      T2      N1        IIB
## 1234  46 White        Single       T1      N1        IIA
## 1235  59 White        Married      T2      N1        IIB
## 1236  40 White        Married      T2      N1        IIB
## 1237  47 White        Married      T1      N1        IIA
## 1238  53 White        Married      T2      N1        IIB
## 1239  59 White        Married      T1      N1        IIA
## 1240  50 Black        Married      T2      N1        IIB
## 1241  47 White        Married      T2      N2       IIIA
## 1242  46 Other        Single       T3      N1       IIIA
## 1243  46 White        Married      T2      N1        IIB
## 1244  67 White        Married      T1      N1        IIA
## 1245  51 White        Married      T1      N2       IIIA
## 1246  65 White        Widowed      T2      N2       IIIA
## 1247  56 White        Married      T3      N3       IIIC
## 1248  68 Other        Widowed      T2      N2       IIIA
## 1249  57 Other        Married      T1      N1        IIA
## 1250  49 White        Married      T4      N2       IIIB
## 1251  48 White        Married      T1      N1        IIA
## 1252  67 Other        Married      T1      N1        IIA
## 1253  64 White        Married      T2      N1        IIB
## 1254  53 White        Single       T2      N1        IIB
## 1255  42 White       Divorced      T1      N1        IIA
## 1256  50 White        Married      T2      N1        IIB
## 1257  56 White        Married      T1      N1        IIA
## 1258  53 White        Married      T2      N1        IIB
## 1259  59 White        Married      T1      N1        IIA
## 1260  67 White        Married      T1      N1        IIA
## 1261  45 White        Single       T2      N1        IIB
## 1262  45 Black        Married      T3      N3       IIIC
## 1263  49 White        Married      T3      N1       IIIA
## 1264  65 White        Married      T2      N1        IIB
## 1265  45 White        Married      T3      N1       IIIA
## 1266  56 White       Divorced      T2      N3       IIIC
## 1267  60 White        Married      T1      N1        IIA
## 1268  57 Black      Separated      T2      N3       IIIC
## 1269  54 Black        Single       T2      N1        IIB
## 1270  50 White        Married      T3      N1       IIIA
## 1271  63 White        Married      T1      N1        IIA
## 1272  41 Black        Married      T2      N1        IIB
## 1273  51 White       Divorced      T3      N1       IIIA
## 1274  65 White        Married      T3      N1       IIIA
## 1275  59 White        Married      T3      N1       IIIA
## 1276  66 White        Married      T2      N2       IIIA
## 1277  41 White        Married      T2      N1        IIB
## 1278  66 White        Single       T2      N2       IIIA
## 1279  67 White        Married      T1      N3       IIIC
## 1280  40 White        Married      T1      N1        IIA
## 1281  39 Black       Divorced      T1      N2       IIIA
## 1282  66 White        Married      T2      N1        IIB
## 1283  58 Black        Married      T2      N2       IIIA
## 1284  45 White        Single       T2      N1        IIB
## 1285  65 White        Widowed      T1      N1        IIA
## 1286  43 Black        Married      T2      N2       IIIA
## 1287  57 Black        Widowed      T2      N3       IIIC
## 1288  47 White        Married      T3      N1       IIIA
## 1289  44 White        Married      T1      N1        IIA
## 1290  46 White        Married      T3      N1       IIIA
## 1291  64 White        Single       T1      N1        IIA
## 1292  59 White        Married      T1      N1        IIA
## 1293  51 White        Married      T1      N1        IIA
## 1294  66 White        Single       T2      N1        IIB
## 1295  46 White        Married      T1      N1        IIA
## 1296  52 White        Married      T1      N1        IIA
## 1297  49 White        Married      T1      N1        IIA
## 1298  42 White        Married      T1      N1        IIA
## 1299  63 White        Married      T2      N1        IIB
## 1300  66 White        Married      T3      N1       IIIA
## 1301  48 White        Single       T1      N1        IIA
## 1302  66 White        Widowed      T2      N1        IIB
## 1303  41 White        Married      T1      N1        IIA
## 1304  61 White        Single       T1      N1        IIA
## 1305  55 White        Married      T1      N1        IIA
## 1306  62 White        Married      T1      N2       IIIA
## 1307  35 White        Single       T2      N1        IIB
## 1308  59 White        Married      T3      N3       IIIC
## 1309  54 White        Married      T2      N1        IIB
## 1310  64 White        Single       T1      N1        IIA
## 1311  64 White        Married      T1      N1        IIA
## 1312  38 White        Single       T2      N1        IIB
## 1313  60 Other        Married      T1      N1        IIA
## 1314  55 Black        Single       T2      N1        IIB
## 1315  41 White        Married      T4      N1       IIIB
## 1316  67 White       Divorced      T1      N1        IIA
## 1317  53 White        Married      T3      N3       IIIC
## 1318  53 White        Married      T1      N2       IIIA
## 1319  34 Black        Single       T2      N1        IIB
## 1320  39 Black        Single       T1      N1        IIA
## 1321  31 White        Married      T3      N3       IIIC
## 1322  64 White        Married      T3      N1       IIIA
## 1323  40 Black        Married      T1      N2       IIIA
## 1324  59 White        Married      T1      N1        IIA
## 1325  55 White        Married      T2      N1        IIB
## 1326  46 White        Married      T2      N3       IIIC
## 1327  58 Black        Married      T1      N1        IIA
## 1328  66 White        Married      T1      N1        IIA
## 1329  56 White        Single       T2      N1        IIB
## 1330  47 White        Married      T2      N3       IIIC
## 1331  39 White        Married      T2      N2       IIIA
## 1332  46 Black        Married      T2      N1        IIB
## 1333  62 White        Married      T1      N1        IIA
## 1334  46 White        Married      T1      N1        IIA
## 1335  60 White        Married      T2      N3       IIIC
## 1336  36 Other        Single       T2      N1        IIB
## 1337  51 White        Single       T2      N1        IIB
## 1338  60 Other        Single       T1      N1        IIA
## 1339  63 White        Married      T2      N1        IIB
## 1340  65 White        Married      T2      N1        IIB
## 1341  59 Black        Married      T3      N3       IIIC
## 1342  50 White        Married      T1      N1        IIA
## 1343  53 White        Single       T2      N1        IIB
## 1344  46 Other       Divorced      T1      N1        IIA
## 1345  46 White        Married      T2      N1        IIB
## 1346  46 White        Married      T2      N1        IIB
## 1347  47 Other        Married      T3      N1       IIIA
## 1348  61 White        Married      T1      N1        IIA
## 1349  52 Other        Married      T1      N1        IIA
## 1350  57 White        Married      T4      N1       IIIB
## 1351  59 White        Married      T1      N1        IIA
## 1352  63 White        Married      T3      N1       IIIA
## 1353  48 White        Married      T2      N1        IIB
## 1354  59 White        Married      T1      N2       IIIA
## 1355  58 White        Married      T1      N2       IIIA
## 1356  47 White        Married      T3      N1       IIIA
## 1357  56 White        Married      T2      N1        IIB
## 1358  44 Other        Married      T1      N1        IIA
## 1359  44 White        Married      T2      N1        IIB
## 1360  33 White        Married      T1      N1        IIA
## 1361  54 White        Married      T1      N1        IIA
## 1362  45 White        Married      T1      N1        IIA
## 1363  60 White        Married      T2      N1        IIB
## 1364  62 White        Married      T1      N1        IIA
## 1365  53 White        Married      T1      N1        IIA
## 1366  41 White        Married      T2      N1        IIB
## 1367  39 White        Married      T2      N1        IIB
## 1368  44 Other        Married      T2      N1        IIB
## 1369  57 White        Widowed      T1      N1        IIA
## 1370  33 White        Married      T4      N2       IIIB
## 1371  68 Black        Widowed      T2      N1        IIB
## 1372  49 White        Married      T1      N1        IIA
## 1373  50 White        Married      T2      N2       IIIA
## 1374  60 White        Widowed      T2      N2       IIIA
## 1375  50 Other       Divorced      T1      N1        IIA
## 1376  40 Black        Single       T3      N2       IIIA
## 1377  46 White        Married      T2      N1        IIB
## 1378  49 Black      Separated      T1      N3       IIIC
## 1379  69 White        Widowed      T4      N3       IIIC
## 1380  54 White        Married      T1      N1        IIA
## 1381  51 White        Single       T1      N1        IIA
## 1382  51 White        Single       T2      N1        IIB
## 1383  68 White        Married      T1      N3       IIIC
## 1384  41 White        Married      T2      N1        IIB
## 1385  58 White        Married      T2      N3       IIIC
## 1386  62 White        Married      T2      N1        IIB
## 1387  42 White        Married      T3      N1       IIIA
## 1388  46 Other        Married      T2      N2       IIIA
## 1389  54 White        Married      T2      N3       IIIC
## 1390  54 White        Single       T2      N1        IIB
## 1391  47 White        Married      T2      N1        IIB
## 1392  66 White       Divorced      T1      N3       IIIC
## 1393  42 Black        Married      T1      N1        IIA
## 1394  55 White        Married      T1      N1        IIA
## 1395  60 White       Divorced      T2      N2       IIIA
## 1396  52 White        Married      T1      N1        IIA
## 1397  61 White        Married      T3      N3       IIIC
## 1398  48 White        Married      T2      N1        IIB
## 1399  58 White        Married      T1      N1        IIA
## 1400  44 Other        Married      T1      N1        IIA
## 1401  43 White        Married      T2      N3       IIIC
## 1402  53 Other        Married      T1      N1        IIA
## 1403  48 White        Married      T2      N1        IIB
## 1404  63 White        Single       T1      N1        IIA
## 1405  64 White        Married      T2      N1        IIB
## 1406  39 White        Married      T1      N1        IIA
## 1407  59 White        Married      T4      N3       IIIC
## 1408  51 Black        Widowed      T2      N1        IIB
## 1409  39 White        Married      T2      N1        IIB
## 1410  56 White        Married      T1      N1        IIA
## 1411  51 White        Widowed      T2      N1        IIB
## 1412  49 White      Separated      T2      N3       IIIC
## 1413  68 White        Widowed      T2      N1        IIB
## 1414  51 White        Married      T1      N1        IIA
## 1415  54 White        Single       T1      N2       IIIA
## 1416  64 White        Married      T1      N2       IIIA
## 1417  43 White        Married      T1      N2       IIIA
## 1418  39 White        Married      T3      N3       IIIC
## 1419  69 White        Married      T2      N1        IIB
## 1420  66 White       Divorced      T1      N1        IIA
## 1421  55 White        Married      T1      N3       IIIC
## 1422  69 White        Married      T1      N1        IIA
## 1423  51 White       Divorced      T1      N1        IIA
## 1424  57 White        Married      T2      N1        IIB
## 1425  63 White        Married      T2      N2       IIIA
## 1426  55 White        Married      T2      N2       IIIA
## 1427  55 White        Married      T2      N1        IIB
## 1428  59 White        Married      T2      N1        IIB
## 1429  61 White        Married      T2      N1        IIB
## 1430  49 Other        Married      T2      N1        IIB
## 1431  60 White        Married      T1      N3       IIIC
## 1432  50 White       Divorced      T2      N1        IIB
## 1433  61 Black        Single       T2      N1        IIB
## 1434  47 White        Married      T2      N3       IIIC
## 1435  55 White        Married      T3      N1       IIIA
## 1436  57 White        Married      T1      N1        IIA
## 1437  53 White        Single       T2      N2       IIIA
## 1438  44 White        Married      T3      N3       IIIC
## 1439  63 White        Married      T2      N2       IIIA
## 1440  62 White        Married      T2      N2       IIIA
## 1441  43 White        Married      T1      N1        IIA
## 1442  69 Black        Married      T2      N3       IIIC
## 1443  46 Black        Married      T2      N3       IIIC
## 1444  53 White        Married      T2      N3       IIIC
## 1445  40 White        Single       T1      N1        IIA
## 1446  63 White        Married      T2      N1        IIB
## 1447  64 White        Married      T2      N1        IIB
## 1448  57 White        Married      T2      N2       IIIA
## 1449  43 White        Married      T2      N2       IIIA
## 1450  60 White        Single       T1      N2       IIIA
## 1451  42 White        Single       T1      N1        IIA
## 1452  40 White        Married      T1      N1        IIA
## 1453  43 Black        Married      T2      N1        IIB
## 1454  57 White        Married      T3      N2       IIIA
## 1455  68 White        Married      T1      N1        IIA
## 1456  65 White       Divorced      T2      N1        IIB
## 1457  60 White        Married      T1      N1        IIA
## 1458  67 White        Widowed      T1      N1        IIA
## 1459  39 White        Single       T3      N2       IIIA
## 1460  59 White       Divorced      T2      N3       IIIC
## 1461  52 White        Single       T2      N3       IIIC
## 1462  58 White       Divorced      T1      N1        IIA
## 1463  48 White       Divorced      T3      N2       IIIA
## 1464  61 White        Married      T1      N1        IIA
## 1465  34 White        Married      T2      N1        IIB
## 1466  56 White        Married      T1      N1        IIA
## 1467  59 White        Married      T3      N1       IIIA
## 1468  52 White        Married      T3      N1       IIIA
## 1469  57 White        Widowed      T3      N1       IIIA
## 1470  67 White        Married      T2      N1        IIB
## 1471  65 White        Married      T1      N1        IIA
## 1472  48 White       Divorced      T2      N2       IIIA
## 1473  64 Black        Married      T2      N2       IIIA
## 1474  64 White       Divorced      T3      N1       IIIA
## 1475  57 White        Married      T2      N1        IIB
## 1476  47 White        Widowed      T1      N1        IIA
## 1477  49 Other        Married      T2      N1        IIB
## 1478  40 White        Married      T2      N1        IIB
## 1479  57 White        Married      T1      N1        IIA
## 1480  47 White        Married      T3      N2       IIIA
## 1481  63 White        Married      T1      N1        IIA
## 1482  43 White        Married      T3      N1       IIIA
## 1483  66 White        Married      T1      N1        IIA
## 1484  66 White        Married      T4      N2       IIIB
## 1485  44 White        Married      T1      N1        IIA
## 1486  64 White        Married      T2      N1        IIB
## 1487  45 White        Married      T1      N1        IIA
## 1488  68 White       Divorced      T2      N1        IIB
## 1489  55 Other        Married      T2      N2       IIIA
## 1490  54 White        Married      T1      N1        IIA
## 1491  66 White       Divorced      T1      N1        IIA
## 1492  59 White       Divorced      T1      N2       IIIA
## 1493  61 White        Married      T2      N2       IIIA
## 1494  58 White        Married      T4      N2       IIIB
## 1495  51 White        Married      T1      N1        IIA
## 1496  68 Black        Single       T2      N1        IIB
## 1497  41 White        Married      T3      N1       IIIA
## 1498  59 White        Married      T2      N2       IIIA
## 1499  64 White        Married      T2      N1        IIB
## 1500  63 White        Widowed      T1      N2       IIIA
## 1501  65 White        Married      T1      N1        IIA
## 1502  51 White        Married      T2      N1        IIB
## 1503  66 Black        Widowed      T1      N1        IIA
## 1504  35 White        Married      T1      N1        IIA
## 1505  42 Other        Married      T2      N1        IIB
## 1506  49 White       Divorced      T2      N1        IIB
## 1507  47 White        Single       T1      N1        IIA
## 1508  66 White        Married      T1      N1        IIA
## 1509  49 White        Single       T2      N2       IIIA
## 1510  47 White        Married      T3      N3       IIIC
## 1511  45 White        Married      T2      N1        IIB
## 1512  55 White        Single       T2      N3       IIIC
## 1513  63 White        Married      T4      N2       IIIB
## 1514  51 White       Divorced      T2      N1        IIB
## 1515  59 White       Divorced      T1      N1        IIA
## 1516  43 White        Married      T2      N1        IIB
## 1517  59 White        Married      T1      N3       IIIC
## 1518  55 White        Married      T1      N1        IIA
## 1519  49 White        Married      T1      N1        IIA
## 1520  45 White       Divorced      T1      N1        IIA
## 1521  41 White        Married      T1      N3       IIIC
## 1522  63 White        Married      T2      N1        IIB
## 1523  41 White        Married      T3      N1       IIIA
## 1524  59 White        Married      T2      N3       IIIC
## 1525  62 White        Married      T2      N1        IIB
## 1526  65 White        Married      T1      N1        IIA
## 1527  47 White        Married      T2      N1        IIB
## 1528  67 Other        Married      T1      N1        IIA
## 1529  53 White        Single       T2      N1        IIB
## 1530  46 White        Married      T2      N1        IIB
## 1531  56 White        Married      T1      N1        IIA
## 1532  63 White        Married      T3      N3       IIIC
## 1533  67 White        Widowed      T2      N1        IIB
## 1534  63 Black       Divorced      T3      N3       IIIC
## 1535  47 Black        Single       T2      N3       IIIC
## 1536  63 White        Single       T2      N1        IIB
## 1537  48 White        Married      T2      N3       IIIC
## 1538  61 White        Widowed      T2      N2       IIIA
## 1539  39 White        Single       T1      N2       IIIA
## 1540  68 White        Widowed      T3      N3       IIIC
## 1541  51 White        Married      T4      N3       IIIC
## 1542  69 White        Widowed      T2      N3       IIIC
## 1543  39 White        Single       T3      N2       IIIA
## 1544  48 White        Married      T2      N1        IIB
## 1545  30 White        Married      T1      N1        IIA
## 1546  40 White        Married      T2      N1        IIB
## 1547  39 White        Married      T1      N1        IIA
## 1548  44 White        Married      T3      N1       IIIA
## 1549  58 Black        Single       T3      N2       IIIA
## 1550  38 Other        Married      T2      N1        IIB
## 1551  47 White        Married      T1      N1        IIA
## 1552  59 Other       Divorced      T3      N1       IIIA
## 1553  53 White        Married      T2      N1        IIB
## 1554  41 Other        Married      T2      N1        IIB
## 1555  52 White        Married      T2      N2       IIIA
## 1556  54 White       Divorced      T2      N1        IIB
## 1557  51 White        Married      T2      N1        IIB
## 1558  41 Other        Married      T2      N2       IIIA
## 1559  58 White        Married      T3      N1       IIIA
## 1560  49 White        Married      T1      N1        IIA
## 1561  58 White        Single       T1      N2       IIIA
## 1562  42 Other       Divorced      T2      N1        IIB
## 1563  68 White        Widowed      T2      N3       IIIC
## 1564  35 White        Single       T3      N1       IIIA
## 1565  46 White        Married      T2      N1        IIB
## 1566  53 White        Married      T1      N1        IIA
## 1567  40 White      Separated      T2      N3       IIIC
## 1568  66 White        Widowed      T2      N3       IIIC
## 1569  62 White        Married      T1      N1        IIA
## 1570  53 White        Married      T1      N1        IIA
## 1571  37 Other        Married      T2      N1        IIB
## 1572  53 White        Single       T1      N1        IIA
## 1573  50 White        Married      T3      N2       IIIA
## 1574  64 White        Married      T1      N1        IIA
## 1575  66 White        Married      T1      N1        IIA
## 1576  65 White        Married      T2      N1        IIB
## 1577  64 White       Divorced      T2      N1        IIB
## 1578  49 White        Married      T2      N2       IIIA
## 1579  53 White        Single       T1      N1        IIA
## 1580  50 Black        Married      T1      N1        IIA
## 1581  61 White       Divorced      T2      N1        IIB
## 1582  57 White        Single       T2      N2       IIIA
## 1583  62 White        Widowed      T1      N1        IIA
## 1584  52 White        Widowed      T2      N1        IIB
## 1585  47 White        Married      T2      N1        IIB
## 1586  64 White        Married      T2      N1        IIB
## 1587  34 White        Married      T2      N1        IIB
## 1588  61 Black        Married      T1      N1        IIA
## 1589  61 White        Married      T2      N1        IIB
## 1590  58 Black        Single       T1      N2       IIIA
## 1591  52 White        Married      T4      N1       IIIB
## 1592  50 White        Married      T2      N1        IIB
## 1593  66 White        Married      T2      N2       IIIA
## 1594  66 White        Single       T1      N1        IIA
## 1595  43 White       Divorced      T3      N3       IIIC
## 1596  41 White        Married      T1      N1        IIA
## 1597  56 White        Single       T1      N1        IIA
## 1598  53 White        Single       T1      N1        IIA
## 1599  53 White       Divorced      T1      N1        IIA
## 1600  43 White        Married      T1      N1        IIA
## 1601  64 White        Single       T3      N2       IIIA
## 1602  51 White        Married      T1      N2       IIIA
## 1603  58 White       Divorced      T3      N1       IIIA
## 1604  68 White        Married      T3      N1       IIIA
## 1605  66 White        Married      T2      N3       IIIC
## 1606  51 White        Single       T2      N2       IIIA
## 1607  55 White       Divorced      T2      N1        IIB
## 1608  62 White        Married      T1      N1        IIA
## 1609  62 White        Married      T1      N1        IIA
## 1610  42 Other        Single       T1      N1        IIA
## 1611  55 White        Married      T2      N2       IIIA
## 1612  59 White        Married      T1      N1        IIA
## 1613  66 White        Married      T1      N1        IIA
## 1614  57 White        Single       T2      N1        IIB
## 1615  46 White       Divorced      T1      N3       IIIC
## 1616  64 White        Widowed      T3      N1       IIIA
## 1617  65 White        Married      T2      N2       IIIA
## 1618  48 White        Married      T2      N1        IIB
## 1619  40 White       Divorced      T1      N3       IIIC
## 1620  54 White        Single       T2      N1        IIB
## 1621  60 White        Married      T2      N2       IIIA
## 1622  63 White        Married      T1      N2       IIIA
## 1623  61 Other        Single       T1      N1        IIA
## 1624  69 White       Divorced      T4      N2       IIIB
## 1625  45 White        Married      T3      N1       IIIA
## 1626  45 White        Married      T2      N2       IIIA
## 1627  49 White        Married      T1      N1        IIA
## 1628  69 White       Divorced      T3      N1       IIIA
## 1629  42 White        Married      T2      N3       IIIC
## 1630  54 Black      Separated      T2      N1        IIB
## 1631  64 White        Married      T2      N1        IIB
## 1632  49 Black        Married      T2      N2       IIIA
## 1633  44 White        Married      T2      N1        IIB
## 1634  52 White        Married      T2      N1        IIB
## 1635  47 White       Divorced      T2      N1        IIB
## 1636  59 White        Married      T1      N1        IIA
## 1637  67 White        Married      T1      N1        IIA
## 1638  63 White        Married      T2      N2       IIIA
## 1639  68 White        Single       T2      N2       IIIA
## 1640  52 White        Married      T2      N2       IIIA
## 1641  61 Other        Married      T1      N1        IIA
## 1642  39 White        Married      T2      N1        IIB
## 1643  66 White       Divorced      T1      N1        IIA
## 1644  53 White        Single       T2      N1        IIB
## 1645  51 White        Married      T1      N1        IIA
## 1646  40 White        Married      T1      N1        IIA
## 1647  56 White        Married      T2      N1        IIB
## 1648  33 White        Married      T3      N1       IIIA
## 1649  67 White        Widowed      T1      N1        IIA
## 1650  55 Black        Single       T2      N1        IIB
## 1651  45 White        Married      T2      N1        IIB
## 1652  60 White       Divorced      T2      N1        IIB
## 1653  47 Black        Married      T1      N1        IIA
## 1654  45 White        Single       T2      N1        IIB
## 1655  56 White        Married      T3      N1       IIIA
## 1656  41 White        Married      T2      N1        IIB
## 1657  65 White        Married      T2      N2       IIIA
## 1658  66 White        Married      T2      N1        IIB
## 1659  52 White        Married      T1      N1        IIA
## 1660  55 White        Married      T3      N1       IIIA
## 1661  57 White        Single       T1      N1        IIA
## 1662  49 White       Divorced      T1      N1        IIA
## 1663  48 White        Single       T2      N1        IIB
## 1664  31 White        Married      T1      N1        IIA
## 1665  59 White        Widowed      T1      N1        IIA
## 1666  43 White        Single       T2      N1        IIB
## 1667  45 White        Married      T1      N1        IIA
## 1668  61 White        Married      T1      N3       IIIC
## 1669  31 Other        Married      T3      N1       IIIA
## 1670  47 White        Single       T1      N1        IIA
## 1671  32 White        Married      T1      N1        IIA
## 1672  49 White        Married      T1      N1        IIA
## 1673  54 Other       Divorced      T2      N1        IIB
## 1674  51 White        Married      T1      N1        IIA
## 1675  47 White        Married      T1      N1        IIA
## 1676  53 White        Married      T1      N1        IIA
## 1677  40 Other        Married      T1      N1        IIA
## 1678  59 Black       Divorced      T1      N1        IIA
## 1679  65 White        Married      T1      N1        IIA
## 1680  47 White        Married      T2      N2       IIIA
## 1681  59 White       Divorced      T2      N1        IIB
## 1682  39 White        Married      T1      N1        IIA
## 1683  54 White       Divorced      T3      N1       IIIA
## 1684  36 White       Divorced      T2      N3       IIIC
## 1685  46 Other        Married      T2      N1        IIB
## 1686  41 White        Single       T3      N3       IIIC
## 1687  62 White       Divorced      T3      N1       IIIA
## 1688  45 White        Married      T1      N1        IIA
## 1689  41 White        Married      T2      N1        IIB
## 1690  43 White        Married      T1      N1        IIA
## 1691  69 White        Married      T2      N3       IIIC
## 1692  56 White        Married      T1      N1        IIA
## 1693  62 White       Divorced      T2      N1        IIB
## 1694  65 White       Divorced      T2      N2       IIIA
## 1695  32 Other        Single       T2      N1        IIB
## 1696  66 White        Married      T2      N1        IIB
## 1697  62 White        Married      T3      N1       IIIA
## 1698  32 White        Married      T1      N1        IIA
## 1699  32 White        Married      T1      N1        IIA
## 1700  50 White        Married      T1      N1        IIA
## 1701  53 White        Married      T2      N3       IIIC
## 1702  60 White        Married      T2      N2       IIIA
## 1703  59 White        Single       T3      N1       IIIA
## 1704  46 White        Married      T1      N1        IIA
## 1705  49 White       Divorced      T2      N1        IIB
## 1706  39 White        Married      T2      N1        IIB
## 1707  50 White        Married      T3      N1       IIIA
## 1708  59 White        Married      T1      N2       IIIA
## 1709  60 White       Divorced      T3      N1       IIIA
## 1710  63 White        Married      T2      N2       IIIA
## 1711  61 White        Widowed      T1      N1        IIA
## 1712  63 White        Widowed      T3      N3       IIIC
## 1713  49 White        Single       T4      N2       IIIB
## 1714  42 White        Married      T2      N1        IIB
## 1715  46 White        Married      T2      N2       IIIA
## 1716  51 White        Married      T2      N1        IIB
## 1717  43 White        Married      T3      N2       IIIA
## 1718  49 White        Married      T1      N1        IIA
## 1719  45 White        Married      T1      N1        IIA
## 1720  46 Other        Married      T1      N1        IIA
## 1721  69 White        Married      T1      N1        IIA
## 1722  50 White        Married      T2      N3       IIIC
## 1723  66 White        Married      T1      N1        IIA
## 1724  43 White        Single       T1      N1        IIA
## 1725  56 White        Married      T2      N1        IIB
## 1726  37 Other        Married      T2      N1        IIB
## 1727  52 White        Married      T1      N1        IIA
## 1728  53 White        Married      T1      N1        IIA
## 1729  55 White        Married      T1      N2       IIIA
## 1730  43 White        Married      T2      N2       IIIA
## 1731  52 White        Widowed      T2      N1        IIB
## 1732  61 Black        Widowed      T2      N3       IIIC
## 1733  45 Other        Married      T1      N1        IIA
## 1734  42 White        Single       T1      N1        IIA
## 1735  50 White       Divorced      T2      N1        IIB
## 1736  66 White        Married      T1      N1        IIA
## 1737  62 White        Married      T1      N1        IIA
## 1738  67 White        Single       T2      N1        IIB
## 1739  60 White        Married      T1      N1        IIA
## 1740  57 White        Widowed      T4      N1       IIIB
## 1741  69 White        Married      T1      N1        IIA
## 1742  60 Other        Married      T3      N3       IIIC
## 1743  48 White        Married      T1      N1        IIA
## 1744  50 White        Married      T2      N2       IIIA
## 1745  53 White       Divorced      T2      N2       IIIA
## 1746  63 White       Divorced      T2      N1        IIB
## 1747  52 White        Married      T2      N3       IIIC
## 1748  57 White       Divorced      T1      N1        IIA
## 1749  55 White        Married      T1      N1        IIA
## 1750  63 Black        Widowed      T1      N1        IIA
## 1751  51 White        Married      T1      N1        IIA
## 1752  46 White       Divorced      T1      N1        IIA
## 1753  50 White        Married      T1      N1        IIA
## 1754  56 White        Married      T2      N2       IIIA
## 1755  57 Black        Single       T4      N3       IIIC
## 1756  31 White        Single       T3      N2       IIIA
## 1757  59 White        Married      T1      N1        IIA
## 1758  53 White        Married      T1      N1        IIA
## 1759  66 White        Single       T2      N1        IIB
## 1760  46 White        Married      T1      N1        IIA
## 1761  67 White        Married      T2      N1        IIB
## 1762  61 White        Married      T3      N1       IIIA
## 1763  42 White        Married      T1      N2       IIIA
## 1764  36 Other        Married      T2      N2       IIIA
## 1765  49 Other       Divorced      T2      N1        IIB
## 1766  68 White        Single       T1      N1        IIA
## 1767  55 White        Single       T1      N1        IIA
## 1768  68 Black        Widowed      T2      N1        IIB
## 1769  52 White        Single       T1      N1        IIA
## 1770  63 White        Married      T1      N1        IIA
## 1771  45 Black        Married      T2      N1        IIB
## 1772  53 White        Married      T2      N1        IIB
## 1773  46 White       Divorced      T1      N1        IIA
## 1774  59 White        Married      T1      N1        IIA
## 1775  53 Black        Married      T1      N1        IIA
## 1776  53 White       Divorced      T1      N2       IIIA
## 1777  42 White       Divorced      T1      N1        IIA
## 1778  53 White        Married      T1      N2       IIIA
## 1779  51 White        Married      T2      N1        IIB
## 1780  40 White       Divorced      T2      N1        IIB
## 1781  44 White        Married      T1      N1        IIA
## 1782  60 White        Single       T1      N1        IIA
## 1783  63 White       Divorced      T1      N1        IIA
## 1784  66 White        Married      T2      N1        IIB
## 1785  57 White       Divorced      T1      N1        IIA
## 1786  58 White       Divorced      T3      N3       IIIC
## 1787  61 White        Married      T1      N1        IIA
## 1788  46 White        Single       T1      N2       IIIA
## 1789  59 White       Divorced      T1      N1        IIA
## 1790  57 White        Married      T4      N1       IIIB
## 1791  55 White        Married      T1      N3       IIIC
## 1792  61 Other        Married      T2      N1        IIB
## 1793  44 White        Married      T1      N1        IIA
## 1794  55 White        Married      T1      N1        IIA
## 1795  53 White        Married      T1      N1        IIA
## 1796  69 White        Widowed      T1      N1        IIA
## 1797  55 White        Married      T2      N1        IIB
## 1798  38 White        Married      T2      N1        IIB
## 1799  48 White        Married      T3      N1       IIIA
## 1800  67 White        Married      T3      N3       IIIC
## 1801  51 White       Divorced      T2      N1        IIB
## 1802  55 White        Married      T2      N3       IIIC
## 1803  47 White       Divorced      T1      N2       IIIA
## 1804  37 White        Married      T1      N1        IIA
## 1805  54 Black        Married      T1      N1        IIA
## 1806  61 White        Married      T2      N1        IIB
## 1807  50 White        Single       T1      N1        IIA
## 1808  54 White        Married      T2      N3       IIIC
## 1809  47 Black       Divorced      T2      N2       IIIA
## 1810  62 White       Divorced      T1      N1        IIA
## 1811  57 Other        Married      T1      N2       IIIA
## 1812  59 White        Married      T2      N1        IIB
## 1813  49 Black        Single       T3      N2       IIIA
## 1814  45 Black        Married      T1      N1        IIA
## 1815  69 White        Widowed      T2      N1        IIB
## 1816  55 White        Married      T1      N1        IIA
## 1817  69 White        Married      T1      N1        IIA
## 1818  45 White       Divorced      T2      N1        IIB
## 1819  57 White        Married      T3      N1       IIIA
## 1820  54 White       Divorced      T2      N2       IIIA
## 1821  49 White        Married      T2      N1        IIB
## 1822  56 White        Married      T2      N1        IIB
## 1823  69 White        Married      T2      N1        IIB
## 1824  60 White        Married      T2      N2       IIIA
## 1825  35 White        Married      T1      N2       IIIA
## 1826  58 White       Divorced      T3      N1       IIIA
## 1827  69 White        Married      T2      N2       IIIA
## 1828  65 Other        Widowed      T1      N2       IIIA
## 1829  67 White        Widowed      T2      N2       IIIA
## 1830  51 White        Single       T3      N2       IIIA
## 1831  40 White        Married      T1      N1        IIA
## 1832  33 White        Single       T2      N1        IIB
## 1833  56 White        Married      T1      N1        IIA
## 1834  59 White        Married      T2      N3       IIIC
## 1835  61 White       Divorced      T1      N1        IIA
## 1836  46 White        Married      T1      N3       IIIC
## 1837  67 White        Married      T2      N1        IIB
## 1838  69 White        Widowed      T1      N1        IIA
## 1839  52 White        Married      T1      N1        IIA
## 1840  41 White        Married      T2      N2       IIIA
## 1841  57 Other        Married      T1      N1        IIA
## 1842  54 White        Married      T1      N1        IIA
## 1843  60 White        Married      T1      N1        IIA
## 1844  36 Other        Married      T2      N1        IIB
## 1845  52 White        Married      T2      N2       IIIA
## 1846  35 Black        Single       T1      N1        IIA
## 1847  57 White        Married      T1      N1        IIA
## 1848  68 White        Married      T2      N3       IIIC
## 1849  64 White        Married      T1      N1        IIA
## 1850  49 White        Single       T1      N1        IIA
## 1851  57 White        Married      T3      N2       IIIA
## 1852  49 White        Single       T2      N1        IIB
## 1853  53 Other        Married      T2      N2       IIIA
## 1854  52 Black        Single       T2      N1        IIB
## 1855  46 White      Separated      T2      N1        IIB
## 1856  54 White        Married      T2      N1        IIB
## 1857  60 White        Married      T2      N1        IIB
## 1858  46 White        Married      T2      N1        IIB
## 1859  66 White        Married      T1      N1        IIA
## 1860  55 White       Divorced      T2      N1        IIB
## 1861  47 White      Separated      T1      N1        IIA
## 1862  49 White        Single       T2      N3       IIIC
## 1863  44 White        Married      T2      N1        IIB
## 1864  49 White        Married      T3      N2       IIIA
## 1865  60 Other        Married      T1      N1        IIA
## 1866  46 White        Married      T3      N1       IIIA
## 1867  49 White       Divorced      T1      N1        IIA
## 1868  50 White        Married      T2      N1        IIB
## 1869  49 Black        Married      T3      N1       IIIA
## 1870  51 Black        Married      T1      N1        IIA
## 1871  52 White        Married      T3      N1       IIIA
## 1872  46 White        Married      T2      N1        IIB
## 1873  68 White       Divorced      T1      N3       IIIC
## 1874  48 White        Married      T1      N1        IIA
## 1875  48 White        Married      T1      N1        IIA
## 1876  53 White        Married      T2      N1        IIB
## 1877  54 White        Married      T1      N1        IIA
## 1878  50 White        Married      T2      N2       IIIA
## 1879  56 White        Married      T1      N2       IIIA
## 1880  56 White        Married      T3      N3       IIIC
## 1881  54 White        Married      T1      N1        IIA
## 1882  45 White        Single       T4      N1       IIIB
## 1883  55 White        Married      T3      N1       IIIA
## 1884  64 White        Married      T2      N3       IIIC
## 1885  46 White        Single       T1      N1        IIA
## 1886  56 White        Single       T2      N1        IIB
## 1887  58 Black        Married      T1      N1        IIA
## 1888  45 White        Married      T3      N2       IIIA
## 1889  30 White        Single       T2      N1        IIB
## 1890  67 White        Married      T3      N1       IIIA
## 1891  46 White        Married      T2      N1        IIB
## 1892  49 White        Married      T2      N1        IIB
## 1893  63 Other        Single       T1      N1        IIA
## 1894  49 White       Divorced      T2      N1        IIB
## 1895  67 White        Single       T1      N1        IIA
## 1896  60 Black       Divorced      T2      N1        IIB
## 1897  46 White        Married      T1      N1        IIA
## 1898  37 White        Married      T3      N1       IIIA
## 1899  65 White        Married      T1      N2       IIIA
## 1900  43 Black        Single       T2      N1        IIB
## 1901  61 Black        Widowed      T2      N1        IIB
## 1902  64 White        Married      T1      N1        IIA
## 1903  52 White        Married      T1      N1        IIA
## 1904  43 White        Married      T1      N1        IIA
## 1905  67 White        Widowed      T2      N1        IIB
## 1906  51 White        Married      T2      N2       IIIA
## 1907  69 Black        Widowed      T1      N1        IIA
## 1908  67 White        Widowed      T2      N3       IIIC
## 1909  59 White        Married      T3      N3       IIIC
## 1910  50 White        Married      T2      N1        IIB
## 1911  65 White        Married      T2      N2       IIIA
## 1912  47 White        Married      T1      N1        IIA
## 1913  51 White        Married      T2      N2       IIIA
## 1914  46 White        Married      T1      N1        IIA
## 1915  53 White        Married      T1      N1        IIA
## 1916  57 White        Married      T3      N1       IIIA
## 1917  53 White       Divorced      T2      N2       IIIA
## 1918  63 White        Widowed      T2      N2       IIIA
## 1919  60 White        Widowed      T1      N1        IIA
## 1920  47 White        Married      T2      N1        IIB
## 1921  46 White        Single       T2      N1        IIB
## 1922  43 White      Separated      T2      N2       IIIA
## 1923  46 White        Single       T3      N1       IIIA
## 1924  60 White        Married      T2      N1        IIB
## 1925  53 White        Married      T3      N1       IIIA
## 1926  62 White        Single       T2      N1        IIB
## 1927  47 Black        Single       T1      N1        IIA
## 1928  65 White        Married      T2      N1        IIB
## 1929  59 White        Married      T2      N3       IIIC
## 1930  61 White       Divorced      T1      N1        IIA
## 1931  69 White        Married      T2      N1        IIB
## 1932  55 White        Married      T2      N2       IIIA
## 1933  53 White       Divorced      T1      N1        IIA
## 1934  54 White        Married      T1      N1        IIA
## 1935  49 White        Married      T1      N1        IIA
## 1936  61 White        Married      T1      N3       IIIC
## 1937  62 Other        Widowed      T1      N1        IIA
## 1938  40 White        Married      T3      N2       IIIA
## 1939  45 White        Married      T2      N2       IIIA
## 1940  47 White        Married      T4      N1       IIIB
## 1941  59 White        Married      T1      N1        IIA
## 1942  42 White       Divorced      T1      N1        IIA
## 1943  66 White       Divorced      T1      N2       IIIA
## 1944  34 Other        Married      T2      N2       IIIA
## 1945  65 White        Single       T2      N1        IIB
## 1946  43 White        Married      T1      N1        IIA
## 1947  50 White        Married      T3      N1       IIIA
## 1948  56 White        Married      T1      N1        IIA
## 1949  61 White        Widowed      T1      N1        IIA
## 1950  55 White        Married      T2      N1        IIB
## 1951  45 White       Divorced      T3      N1       IIIA
## 1952  52 White        Single       T2      N1        IIB
## 1953  42 White        Married      T2      N2       IIIA
## 1954  65 White        Single       T1      N1        IIA
## 1955  65 White        Single       T2      N2       IIIA
## 1956  39 White        Married      T3      N3       IIIC
## 1957  44 Other        Married      T2      N2       IIIA
## 1958  50 White        Married      T1      N1        IIA
## 1959  67 White        Widowed      T2      N1        IIB
## 1960  61 White        Married      T1      N1        IIA
## 1961  61 White       Divorced      T1      N1        IIA
## 1962  60 White        Married      T4      N1       IIIB
## 1963  64 White        Married      T2      N1        IIB
## 1964  45 White        Single       T4      N2       IIIB
## 1965  60 White        Married      T1      N2       IIIA
## 1966  56 White        Married      T2      N1        IIB
## 1967  49 White        Married      T1      N1        IIA
## 1968  51 White       Divorced      T2      N2       IIIA
## 1969  61 White        Single       T2      N2       IIIA
## 1970  53 Black        Single       T1      N1        IIA
## 1971  59 White        Single       T1      N1        IIA
## 1972  38 White        Married      T2      N1        IIB
## 1973  64 White       Divorced      T2      N1        IIB
## 1974  53 White        Married      T2      N1        IIB
## 1975  67 White        Single       T2      N1        IIB
## 1976  69 White        Married      T2      N3       IIIC
## 1977  63 White        Married      T1      N1        IIA
## 1978  58 White        Married      T1      N1        IIA
## 1979  44 White        Married      T1      N1        IIA
## 1980  67 White        Widowed      T1      N3       IIIC
## 1981  53 White        Married      T1      N1        IIA
## 1982  48 White        Single       T1      N1        IIA
## 1983  58 White        Married      T2      N1        IIB
## 1984  47 White        Married      T2      N1        IIB
## 1985  68 White        Married      T2      N1        IIB
## 1986  69 White        Married      T1      N1        IIA
## 1987  60 White       Divorced      T2      N2       IIIA
## 1988  60 White       Divorced      T2      N1        IIB
## 1989  50 White        Married      T2      N1        IIB
## 1990  50 White        Widowed      T2      N2       IIIA
## 1991  59 White        Married      T3      N1       IIIA
## 1992  63 White        Married      T3      N1       IIIA
## 1993  62 White       Divorced      T3      N3       IIIC
## 1994  40 White        Married      T1      N1        IIA
## 1995  48 White        Married      T4      N3       IIIC
## 1996  60 White       Divorced      T2      N2       IIIA
## 1997  46 White        Single       T3      N1       IIIA
## 1998  50 White        Married      T1      N1        IIA
## 1999  46 White        Single       T2      N1        IIB
## 2000  64 White        Married      T3      N1       IIIA
## 2001  64 White        Single       T1      N1        IIA
## 2002  68 Other        Married      T2      N1        IIB
## 2003  68 White        Widowed      T1      N1        IIA
## 2004  65 White        Widowed      T1      N1        IIA
## 2005  64 Other        Married      T2      N1        IIB
## 2006  55 White        Married      T1      N1        IIA
## 2007  65 White        Married      T3      N2       IIIA
## 2008  50 White        Married      T4      N1       IIIB
## 2009  40 White        Married      T1      N1        IIA
## 2010  35 White        Married      T2      N1        IIB
## 2011  50 White        Married      T2      N1        IIB
## 2012  52 White        Married      T1      N1        IIA
## 2013  39 Black        Single       T1      N1        IIA
## 2014  55 White        Married      T2      N1        IIB
## 2015  69 White        Married      T2      N3       IIIC
## 2016  55 White        Married      T1      N1        IIA
## 2017  60 White       Divorced      T2      N1        IIB
## 2018  50 White        Married      T2      N1        IIB
## 2019  62 White        Married      T2      N1        IIB
## 2020  64 White       Divorced      T1      N1        IIA
## 2021  47 White        Married      T3      N1       IIIA
## 2022  41 Black        Single       T1      N1        IIA
## 2023  60 White        Married      T2      N1        IIB
## 2024  69 White       Divorced      T1      N1        IIA
## 2025  38 White        Single       T3      N3       IIIC
## 2026  41 White       Divorced      T2      N3       IIIC
## 2027  62 Black        Married      T2      N1        IIB
## 2028  54 White        Married      T3      N1       IIIA
## 2029  67 White        Married      T3      N3       IIIC
## 2030  63 White        Married      T1      N1        IIA
## 2031  50 Other        Married      T1      N1        IIA
## 2032  53 White       Divorced      T4      N3       IIIC
## 2033  46 White       Divorced      T4      N3       IIIC
## 2034  46 White        Married      T1      N1        IIA
## 2035  64 White       Divorced      T2      N1        IIB
## 2036  47 White       Divorced      T2      N1        IIB
## 2037  68 White        Widowed      T1      N3       IIIC
## 2038  51 White        Single       T3      N3       IIIC
## 2039  61 White        Married      T3      N3       IIIC
## 2040  55 White        Married      T3      N1       IIIA
## 2041  50 White        Married      T2      N1        IIB
## 2042  52 Other        Married      T1      N1        IIA
## 2043  47 White       Divorced      T2      N2       IIIA
## 2044  37 White        Married      T2      N2       IIIA
## 2045  57 White        Widowed      T1      N1        IIA
## 2046  47 Other        Married      T3      N2       IIIA
## 2047  48 White        Married      T1      N1        IIA
## 2048  47 White        Married      T2      N1        IIB
## 2049  45 White        Widowed      T1      N1        IIA
## 2050  37 White        Married      T1      N1        IIA
## 2051  58 White       Divorced      T2      N1        IIB
## 2052  43 Other        Married      T2      N1        IIB
## 2053  56 White        Married      T2      N1        IIB
## 2054  64 Black       Divorced      T1      N1        IIA
## 2055  40 White        Married      T1      N2       IIIA
## 2056  58 White        Married      T3      N1       IIIA
## 2057  56 White        Married      T1      N1        IIA
## 2058  42 Other        Married      T1      N1        IIA
## 2059  63 White       Divorced      T4      N3       IIIC
## 2060  59 White        Single       T1      N1        IIA
## 2061  62 White        Single       T1      N2       IIIA
## 2062  69 White        Married      T2      N1        IIB
## 2063  58 White        Single       T1      N1        IIA
## 2064  64 White       Divorced      T1      N2       IIIA
## 2065  47 White        Married      T1      N1        IIA
## 2066  59 White        Married      T1      N1        IIA
## 2067  48 Black        Single       T2      N1        IIB
## 2068  44 White        Married      T1      N1        IIA
## 2069  49 Black        Married      T3      N2       IIIA
## 2070  46 White        Single       T2      N1        IIB
## 2071  48 White       Divorced      T1      N1        IIA
## 2072  53 White        Widowed      T1      N2       IIIA
## 2073  63 White        Married      T2      N2       IIIA
## 2074  47 White        Married      T2      N1        IIB
## 2075  52 White        Married      T3      N1       IIIA
## 2076  62 White        Married      T2      N1        IIB
## 2077  42 Black       Divorced      T1      N1        IIA
## 2078  47 White        Married      T2      N1        IIB
## 2079  43 White        Married      T2      N1        IIB
## 2080  58 Black       Divorced      T1      N1        IIA
## 2081  59 White        Married      T1      N1        IIA
## 2082  35 White        Married      T1      N1        IIA
## 2083  64 White        Married      T1      N1        IIA
## 2084  43 White        Married      T2      N1        IIB
## 2085  56 White        Married      T2      N1        IIB
## 2086  60 White        Married      T3      N1       IIIA
## 2087  67 White        Single       T2      N1        IIB
## 2088  57 White        Married      T1      N1        IIA
## 2089  67 White        Married      T1      N2       IIIA
## 2090  36 White        Married      T2      N2       IIIA
## 2091  40 White        Married      T2      N1        IIB
## 2092  49 White        Married      T2      N2       IIIA
## 2093  51 White        Single       T2      N2       IIIA
## 2094  63 White      Separated      T2      N1        IIB
## 2095  38 White        Widowed      T3      N3       IIIC
## 2096  44 White        Single       T2      N2       IIIA
## 2097  56 White        Married      T2      N2       IIIA
## 2098  44 White        Married      T3      N2       IIIA
## 2099  61 Black        Married      T1      N1        IIA
## 2100  38 Other        Married      T1      N1        IIA
## 2101  68 White        Married      T1      N1        IIA
## 2102  65 White        Married      T1      N1        IIA
## 2103  55 White        Married      T2      N2       IIIA
## 2104  66 White        Married      T1      N1        IIA
## 2105  43 White        Married      T2      N2       IIIA
## 2106  57 White        Single       T2      N1        IIB
## 2107  66 White        Married      T3      N2       IIIA
## 2108  59 White        Married      T4      N2       IIIB
## 2109  57 White        Married      T1      N1        IIA
## 2110  68 White        Married      T1      N2       IIIA
## 2111  51 White        Married      T1      N1        IIA
## 2112  68 White        Single       T1      N1        IIA
## 2113  47 White        Married      T1      N1        IIA
## 2114  62 White        Single       T1      N2       IIIA
## 2115  50 White        Married      T1      N2       IIIA
## 2116  69 White        Married      T1      N1        IIA
## 2117  66 Other        Married      T2      N1        IIB
## 2118  67 White        Married      T1      N1        IIA
## 2119  62 White       Divorced      T2      N3       IIIC
## 2120  67 White        Widowed      T1      N1        IIA
## 2121  66 White        Married      T1      N1        IIA
## 2122  48 White        Single       T1      N1        IIA
## 2123  44 White        Married      T1      N1        IIA
## 2124  50 White        Married      T1      N1        IIA
## 2125  56 White       Divorced      T1      N1        IIA
## 2126  49 Other        Married      T2      N1        IIB
## 2127  46 White        Single       T2      N2       IIIA
## 2128  50 White        Married      T1      N1        IIA
## 2129  62 White        Married      T1      N1        IIA
## 2130  40 Other        Married      T1      N1        IIA
## 2131  69 White        Widowed      T1      N1        IIA
## 2132  64 White        Married      T2      N2       IIIA
## 2133  36 White        Married      T2      N2       IIIA
## 2134  50 White        Single       T2      N1        IIB
## 2135  49 White        Married      T2      N2       IIIA
## 2136  65 White        Married      T3      N1       IIIA
## 2137  40 White        Married      T2      N3       IIIC
## 2138  64 White        Married      T3      N1       IIIA
## 2139  50 White        Single       T1      N1        IIA
## 2140  51 White        Married      T1      N2       IIIA
## 2141  67 White        Single       T2      N1        IIB
## 2142  51 White        Married      T2      N1        IIB
## 2143  62 White        Married      T2      N3       IIIC
## 2144  62 White        Married      T2      N1        IIB
## 2145  55 White        Married      T1      N1        IIA
## 2146  63 White        Widowed      T1      N2       IIIA
## 2147  42 White        Married      T2      N1        IIB
## 2148  56 Black        Married      T3      N1       IIIA
## 2149  31 Other        Single       T3      N3       IIIC
## 2150  56 White        Married      T2      N3       IIIC
## 2151  59 White        Single       T1      N1        IIA
## 2152  48 White        Married      T2      N3       IIIC
## 2153  66 White        Married      T2      N1        IIB
## 2154  51 White        Married      T1      N1        IIA
## 2155  69 White        Married      T1      N1        IIA
## 2156  63 White        Married      T1      N1        IIA
## 2157  48 Other        Married      T2      N2       IIIA
## 2158  46 White        Married      T3      N1       IIIA
## 2159  69 White        Married      T1      N1        IIA
## 2160  60 White        Married      T2      N1        IIB
## 2161  61 White        Widowed      T2      N1        IIB
## 2162  60 White        Married      T1      N1        IIA
## 2163  58 White        Married      T2      N1        IIB
## 2164  44 White        Married      T2      N2       IIIA
## 2165  48 White        Single       T3      N1       IIIA
## 2166  45 White        Married      T3      N2       IIIA
## 2167  52 White        Married      T1      N1        IIA
## 2168  58 White        Married      T2      N2       IIIA
## 2169  48 White        Married      T1      N2       IIIA
## 2170  58 White      Separated      T2      N1        IIB
## 2171  45 Other        Married      T2      N1        IIB
## 2172  66 Other        Married      T2      N1        IIB
## 2173  62 Black      Separated      T4      N3       IIIC
## 2174  60 Other        Widowed      T3      N1       IIIA
## 2175  54 White        Married      T1      N2       IIIA
## 2176  63 White        Married      T1      N1        IIA
## 2177  57 White        Married      T3      N1       IIIA
## 2178  63 White        Married      T2      N1        IIB
## 2179  49 White        Married      T2      N1        IIB
## 2180  45 White        Married      T1      N1        IIA
## 2181  67 White        Married      T2      N1        IIB
## 2182  54 White       Divorced      T1      N3       IIIC
## 2183  59 White        Single       T1      N3       IIIC
## 2184  51 Other        Married      T2      N3       IIIC
## 2185  46 White        Single       T1      N1        IIA
## 2186  64 Other        Married      T2      N2       IIIA
## 2187  68 White        Married      T1      N1        IIA
## 2188  47 White        Married      T1      N1        IIA
## 2189  52 White       Divorced      T2      N2       IIIA
## 2190  69 White        Single       T1      N1        IIA
## 2191  59 White        Married      T1      N1        IIA
## 2192  65 White        Widowed      T2      N2       IIIA
## 2193  56 Other        Widowed      T2      N1        IIB
## 2194  45 White        Single       T3      N2       IIIA
## 2195  48 White        Single       T1      N1        IIA
## 2196  43 White        Married      T2      N1        IIB
## 2197  67 White        Married      T2      N1        IIB
## 2198  65 White        Married      T2      N1        IIB
## 2199  57 White        Single       T2      N3       IIIC
## 2200  48 White        Married      T1      N1        IIA
## 2201  45 White        Married      T1      N1        IIA
## 2202  64 White        Married      T1      N1        IIA
## 2203  65 White        Widowed      T1      N1        IIA
## 2204  53 White       Divorced      T1      N1        IIA
## 2205  63 White        Married      T1      N1        IIA
## 2206  60 White       Divorced      T2      N1        IIB
## 2207  45 White        Married      T3      N2       IIIA
## 2208  51 White        Married      T1      N1        IIA
## 2209  54 White       Divorced      T2      N3       IIIC
## 2210  54 White        Single       T1      N1        IIA
## 2211  49 White       Divorced      T2      N1        IIB
## 2212  49 White        Married      T2      N1        IIB
## 2213  41 White        Married      T2      N1        IIB
## 2214  51 White        Married      T1      N1        IIA
## 2215  68 White       Divorced      T2      N1        IIB
## 2216  44 Other        Married      T1      N1        IIA
## 2217  68 White        Married      T2      N2       IIIA
## 2218  67 White        Married      T1      N1        IIA
## 2219  62 White       Divorced      T3      N2       IIIA
## 2220  45 White        Married      T1      N1        IIA
## 2221  46 White        Married      T2      N1        IIB
## 2222  48 Other       Divorced      T1      N1        IIA
## 2223  61 White        Married      T1      N1        IIA
## 2224  52 White        Married      T3      N1       IIIA
## 2225  48 White        Married      T3      N1       IIIA
## 2226  61 White        Married      T2      N1        IIB
## 2227  47 White        Married      T3      N1       IIIA
## 2228  54 White        Married      T2      N1        IIB
## 2229  55 White      Separated      T3      N1       IIIA
## 2230  48 White        Married      T1      N1        IIA
## 2231  47 Other        Married      T2      N2       IIIA
## 2232  62 White        Widowed      T2      N1        IIB
## 2233  51 White        Married      T2      N1        IIB
## 2234  49 Other       Divorced      T2      N1        IIB
## 2235  46 Black       Divorced      T2      N1        IIB
## 2236  56 White        Married      T2      N2       IIIA
## 2237  35 White        Married      T1      N1        IIA
## 2238  66 White        Married      T2      N1        IIB
## 2239  47 White        Married      T2      N3       IIIC
## 2240  63 Other        Widowed      T3      N1       IIIA
## 2241  41 White        Married      T3      N1       IIIA
## 2242  46 White        Married      T3      N3       IIIC
## 2243  68 Black        Widowed      T3      N3       IIIC
## 2244  49 White        Married      T4      N2       IIIB
## 2245  61 Black        Single       T3      N3       IIIC
## 2246  43 Black        Married      T1      N2       IIIA
## 2247  50 White        Married      T3      N1       IIIA
## 2248  54 White        Married      T1      N1        IIA
## 2249  42 White        Married      T1      N1        IIA
## 2250  68 White        Widowed      T3      N2       IIIA
## 2251  48 White        Married      T2      N1        IIB
## 2252  49 White        Married      T1      N1        IIA
## 2253  46 Black       Divorced      T2      N1        IIB
## 2254  38 White        Married      T2      N1        IIB
## 2255  63 White        Married      T2      N1        IIB
## 2256  65 Other        Married      T2      N1        IIB
## 2257  46 Black        Married      T1      N2       IIIA
## 2258  59 White        Married      T2      N1        IIB
## 2259  61 White        Married      T2      N2       IIIA
## 2260  47 White        Married      T1      N1        IIA
## 2261  58 Black        Single       T1      N1        IIA
## 2262  55 White        Married      T1      N2       IIIA
## 2263  48 White        Married      T2      N1        IIB
## 2264  50 White        Married      T3      N1       IIIA
## 2265  59 White        Married      T1      N1        IIA
## 2266  50 White        Married      T4      N2       IIIB
## 2267  47 White        Married      T2      N1        IIB
## 2268  58 White        Married      T1      N1        IIA
## 2269  51 Other        Married      T2      N1        IIB
## 2270  67 White        Married      T1      N1        IIA
## 2271  44 White        Single       T2      N2       IIIA
## 2272  48 White        Married      T3      N2       IIIA
## 2273  56 White       Divorced      T1      N1        IIA
## 2274  48 White        Married      T3      N2       IIIA
## 2275  55 White       Divorced      T3      N1       IIIA
## 2276  45 Other        Married      T1      N2       IIIA
## 2277  51 Black        Married      T2      N2       IIIA
## 2278  60 White        Widowed      T2      N1        IIB
## 2279  52 White       Divorced      T3      N3       IIIC
## 2280  62 White       Divorced      T2      N3       IIIC
## 2281  69 White        Married      T1      N1        IIA
## 2282  38 White        Married      T3      N3       IIIC
## 2283  57 White       Divorced      T2      N1        IIB
## 2284  53 White        Married      T3      N1       IIIA
## 2285  49 White        Married      T2      N1        IIB
## 2286  58 White        Married      T1      N3       IIIC
## 2287  44 White        Single       T2      N1        IIB
## 2288  33 White        Married      T1      N3       IIIC
## 2289  46 Black        Married      T3      N1       IIIA
## 2290  68 White        Married      T1      N1        IIA
## 2291  53 White       Divorced      T1      N1        IIA
## 2292  49 White        Married      T1      N2       IIIA
## 2293  57 White        Single       T2      N2       IIIA
## 2294  53 White       Divorced      T2      N3       IIIC
## 2295  67 White        Married      T2      N1        IIB
## 2296  47 White        Married      T1      N2       IIIA
## 2297  50 White        Married      T2      N2       IIIA
## 2298  60 White        Single       T2      N1        IIB
## 2299  48 White        Married      T2      N1        IIB
## 2300  42 White        Married      T2      N1        IIB
## 2301  56 White        Widowed      T3      N1       IIIA
## 2302  56 White        Married      T1      N2       IIIA
## 2303  55 White        Married      T1      N2       IIIA
## 2304  46 White       Divorced      T3      N1       IIIA
## 2305  43 Other        Married      T3      N2       IIIA
## 2306  52 White        Married      T1      N1        IIA
## 2307  64 White        Married      T1      N1        IIA
## 2308  54 Black       Divorced      T2      N1        IIB
## 2309  40 White        Married      T1      N2       IIIA
## 2310  58 Other       Divorced      T2      N2       IIIA
## 2311  62 White        Married      T2      N2       IIIA
## 2312  67 White        Married      T1      N1        IIA
## 2313  66 White        Married      T3      N2       IIIA
## 2314  68 White       Divorced      T2      N1        IIB
## 2315  58 White        Married      T2      N1        IIB
## 2316  54 White        Married      T1      N2       IIIA
## 2317  69 White        Single       T3      N1       IIIA
## 2318  56 White        Single       T1      N1        IIA
## 2319  61 White       Divorced      T3      N3       IIIC
## 2320  42 White        Married      T1      N1        IIA
## 2321  38 White        Single       T2      N1        IIB
## 2322  57 White        Married      T1      N1        IIA
## 2323  39 White        Married      T2      N3       IIIC
## 2324  66 White        Widowed      T1      N2       IIIA
## 2325  59 Black      Separated      T2      N2       IIIA
## 2326  31 White        Single       T2      N3       IIIC
## 2327  46 Black        Single       T1      N1        IIA
## 2328  53 Black        Married      T1      N1        IIA
## 2329  49 White       Divorced      T1      N1        IIA
## 2330  68 White        Single       T1      N1        IIA
## 2331  45 White        Married      T1      N1        IIA
## 2332  63 White        Married      T2      N1        IIB
## 2333  41 White        Married      T2      N1        IIB
## 2334  61 White        Widowed      T1      N1        IIA
## 2335  69 White        Widowed      T3      N3       IIIC
## 2336  56 White       Divorced      T1      N1        IIA
## 2337  45 White        Married      T1      N1        IIA
## 2338  37 White        Single       T2      N1        IIB
## 2339  62 White        Married      T2      N1        IIB
## 2340  69 White        Single       T4      N3       IIIC
## 2341  44 White        Single       T3      N2       IIIA
## 2342  54 White        Married      T1      N1        IIA
## 2343  53 White        Married      T2      N1        IIB
## 2344  60 White        Married      T2      N1        IIB
## 2345  45 White        Married      T2      N3       IIIC
## 2346  42 Black       Divorced      T2      N1        IIB
## 2347  47 White        Married      T2      N1        IIB
## 2348  48 Other        Married      T2      N2       IIIA
## 2349  49 White       Divorced      T2      N1        IIB
## 2350  51 White        Married      T2      N2       IIIA
## 2351  51 Other        Married      T1      N3       IIIC
## 2352  55 White       Divorced      T2      N2       IIIA
## 2353  64 Black        Married      T4      N1       IIIB
## 2354  64 White        Married      T1      N1        IIA
## 2355  58 White       Divorced      T1      N2       IIIA
## 2356  69 White        Married      T3      N1       IIIA
## 2357  69 White       Divorced      T1      N1        IIA
## 2358  61 White        Married      T3      N1       IIIA
## 2359  52 White        Married      T1      N3       IIIC
## 2360  54 White        Married      T3      N3       IIIC
## 2361  64 Black        Single       T1      N1        IIA
## 2362  45 White        Married      T1      N1        IIA
## 2363  37 White        Single       T2      N3       IIIC
## 2364  56 White        Married      T2      N2       IIIA
## 2365  54 White        Married      T1      N2       IIIA
## 2366  55 White        Widowed      T2      N2       IIIA
## 2367  56 White        Married      T1      N3       IIIC
## 2368  58 White        Married      T4      N1       IIIB
## 2369  44 White        Married      T2      N1        IIB
## 2370  51 White        Married      T1      N1        IIA
## 2371  55 White        Married      T1      N1        IIA
## 2372  57 White       Divorced      T1      N1        IIA
## 2373  50 White        Married      T2      N2       IIIA
## 2374  66 White      Separated      T1      N1        IIA
## 2375  62 White        Married      T1      N1        IIA
## 2376  62 White        Married      T2      N2       IIIA
## 2377  62 White        Married      T1      N1        IIA
## 2378  49 White        Single       T1      N1        IIA
## 2379  49 White        Married      T3      N3       IIIC
## 2380  55 White        Married      T1      N1        IIA
## 2381  38 White        Married      T4      N2       IIIB
## 2382  63 White        Married      T2      N1        IIB
## 2383  47 Black        Married      T1      N2       IIIA
## 2384  65 White        Married      T1      N1        IIA
## 2385  63 White        Married      T1      N1        IIA
## 2386  32 White        Married      T1      N1        IIA
## 2387  48 White        Widowed      T1      N1        IIA
## 2388  60 White        Single       T1      N1        IIA
## 2389  45 White        Married      T2      N1        IIB
## 2390  55 White        Married      T1      N2       IIIA
## 2391  42 White        Married      T2      N2       IIIA
## 2392  67 White        Widowed      T2      N1        IIB
## 2393  66 White        Married      T1      N1        IIA
## 2394  44 White        Married      T1      N1        IIA
## 2395  59 White        Single       T2      N1        IIB
## 2396  68 White        Married      T2      N1        IIB
## 2397  44 White        Married      T1      N1        IIA
## 2398  49 White        Married      T1      N1        IIA
## 2399  63 White        Married      T1      N2       IIIA
## 2400  63 White        Single       T2      N1        IIB
## 2401  60 White        Married      T3      N2       IIIA
## 2402  49 White        Married      T2      N1        IIB
## 2403  46 White        Married      T2      N1        IIB
## 2404  62 White        Married      T1      N1        IIA
## 2405  50 White        Married      T2      N1        IIB
## 2406  48 Other        Single       T2      N1        IIB
## 2407  60 Black        Married      T2      N2       IIIA
## 2408  55 White        Married      T1      N1        IIA
## 2409  66 Other        Widowed      T2      N1        IIB
## 2410  59 White        Married      T2      N2       IIIA
## 2411  69 White        Married      T1      N1        IIA
## 2412  57 White        Married      T1      N1        IIA
## 2413  45 White        Married      T3      N1       IIIA
## 2414  55 White        Married      T1      N1        IIA
## 2415  36 Other        Married      T2      N2       IIIA
## 2416  46 White        Married      T1      N1        IIA
## 2417  67 White        Married      T3      N2       IIIA
## 2418  59 Black        Married      T2      N1        IIB
## 2419  50 White        Married      T1      N1        IIA
## 2420  60 White        Married      T2      N1        IIB
## 2421  63 White        Married      T2      N1        IIB
## 2422  50 White        Married      T1      N2       IIIA
## 2423  64 White        Married      T2      N2       IIIA
## 2424  55 Other        Married      T2      N3       IIIC
## 2425  47 Other        Married      T1      N1        IIA
## 2426  64 White        Widowed      T3      N3       IIIC
## 2427  64 White        Widowed      T3      N1       IIIA
## 2428  50 White        Married      T2      N2       IIIA
## 2429  46 Black        Single       T1      N1        IIA
## 2430  61 White       Divorced      T1      N1        IIA
## 2431  61 White        Married      T1      N1        IIA
## 2432  69 White        Married      T1      N1        IIA
## 2433  69 White       Divorced      T1      N2       IIIA
## 2434  48 White        Married      T1      N1        IIA
## 2435  42 Black        Married      T2      N2       IIIA
## 2436  45 Black        Married      T1      N1        IIA
## 2437  43 White        Married      T1      N2       IIIA
## 2438  59 White       Divorced      T1      N1        IIA
## 2439  62 Other        Married      T1      N1        IIA
## 2440  62 White        Married      T1      N1        IIA
## 2441  38 White        Married      T1      N1        IIA
## 2442  69 White        Married      T2      N1        IIB
## 2443  42 White        Married      T3      N2       IIIA
## 2444  59 White        Married      T2      N1        IIB
## 2445  66 White        Married      T1      N1        IIA
## 2446  63 White        Widowed      T2      N2       IIIA
## 2447  56 White        Married      T2      N1        IIB
## 2448  37 White        Single       T2      N2       IIIA
## 2449  50 White       Divorced      T3      N3       IIIC
## 2450  52 Black        Single       T1      N1        IIA
## 2451  54 White        Married      T1      N1        IIA
## 2452  58 Other        Married      T1      N1        IIA
## 2453  42 White        Married      T2      N2       IIIA
## 2454  59 White       Divorced      T2      N1        IIB
## 2455  56 Other        Married      T2      N1        IIB
## 2456  50 White        Married      T3      N1       IIIA
## 2457  42 White        Married      T2      N1        IIB
## 2458  47 White        Married      T2      N1        IIB
## 2459  45 White        Married      T1      N2       IIIA
## 2460  41 Other        Single       T1      N1        IIA
## 2461  47 White       Divorced      T1      N1        IIA
## 2462  56 White        Married      T1      N1        IIA
## 2463  51 White        Widowed      T2      N3       IIIC
## 2464  45 White        Married      T2      N2       IIIA
## 2465  43 Black        Single       T1      N2       IIIA
## 2466  54 White        Married      T2      N3       IIIC
## 2467  65 White        Married      T1      N1        IIA
## 2468  48 White        Married      T2      N2       IIIA
## 2469  49 White        Married      T1      N1        IIA
## 2470  51 White        Married      T2      N1        IIB
## 2471  52 White        Married      T1      N1        IIA
## 2472  54 White        Single       T3      N2       IIIA
## 2473  41 White        Single       T2      N1        IIB
## 2474  63 White        Single       T3      N1       IIIA
## 2475  54 Black       Divorced      T2      N3       IIIC
## 2476  69 White        Married      T2      N1        IIB
## 2477  64 White        Single       T1      N1        IIA
## 2478  69 White        Married      T2      N3       IIIC
## 2479  66 White        Widowed      T2      N3       IIIC
## 2480  64 White        Married      T1      N1        IIA
## 2481  46 Black        Single       T3      N2       IIIA
## 2482  50 White        Married      T2      N1        IIB
## 2483  46 White        Married      T2      N1        IIB
## 2484  60 White        Married      T1      N1        IIA
## 2485  39 White        Married      T3      N2       IIIA
## 2486  60 White        Single       T1      N2       IIIA
## 2487  48 Black       Divorced      T2      N1        IIB
## 2488  51 White       Divorced      T1      N1        IIA
## 2489  55 White       Divorced      T1      N1        IIA
## 2490  62 Other        Married      T2      N3       IIIC
## 2491  56 White        Widowed      T2      N2       IIIA
## 2492  36 Other        Married      T1      N1        IIA
## 2493  65 White        Married      T1      N2       IIIA
## 2494  58 White        Married      T2      N2       IIIA
## 2495  62 White        Married      T2      N1        IIB
## 2496  52 Other       Divorced      T2      N3       IIIC
## 2497  66 White        Married      T1      N1        IIA
## 2498  56 White        Single       T1      N1        IIA
## 2499  54 White        Single       T1      N1        IIA
## 2500  56 White        Married      T2      N1        IIB
## 2501  62 Black       Divorced      T2      N2       IIIA
## 2502  54 White        Married      T2      N1        IIB
## 2503  65 White        Married      T4      N1       IIIB
## 2504  59 White       Divorced      T2      N1        IIB
## 2505  51 White        Married      T1      N2       IIIA
## 2506  65 White        Single       T2      N2       IIIA
## 2507  54 White        Single       T3      N3       IIIC
## 2508  57 White        Married      T3      N2       IIIA
## 2509  60 White        Married      T1      N2       IIIA
## 2510  60 White        Married      T1      N1        IIA
## 2511  48 White        Married      T2      N2       IIIA
## 2512  53 White        Single       T1      N1        IIA
## 2513  48 White        Single       T1      N1        IIA
## 2514  68 White        Married      T1      N1        IIA
## 2515  49 Black       Divorced      T1      N2       IIIA
## 2516  54 White       Divorced      T2      N1        IIB
## 2517  49 White        Married      T3      N1       IIIA
## 2518  55 White        Married      T4      N1       IIIB
## 2519  46 White        Married      T2      N1        IIB
## 2520  41 White        Married      T2      N1        IIB
## 2521  53 Other        Married      T2      N1        IIB
## 2522  52 White        Married      T1      N1        IIA
## 2523  55 White       Divorced      T2      N2       IIIA
## 2524  63 White        Married      T1      N2       IIIA
## 2525  53 White        Married      T2      N1        IIB
## 2526  66 White        Married      T2      N3       IIIC
## 2527  56 White        Married      T1      N1        IIA
## 2528  58 White      Separated      T2      N1        IIB
## 2529  50 White        Married      T4      N3       IIIC
## 2530  52 White        Married      T2      N1        IIB
## 2531  56 White       Divorced      T4      N1       IIIB
## 2532  53 White       Divorced      T4      N1       IIIB
## 2533  47 Other        Married      T3      N2       IIIA
## 2534  52 White        Single       T2      N3       IIIC
## 2535  55 White        Single       T1      N2       IIIA
## 2536  62 White        Married      T2      N1        IIB
## 2537  51 White        Married      T1      N1        IIA
## 2538  63 White        Married      T1      N1        IIA
## 2539  47 White       Divorced      T2      N1        IIB
## 2540  50 Black        Married      T2      N1        IIB
## 2541  60 White        Married      T1      N1        IIA
## 2542  61 Other        Widowed      T2      N1        IIB
## 2543  67 Black        Widowed      T1      N1        IIA
## 2544  59 White        Married      T1      N1        IIA
## 2545  66 Other        Married      T1      N1        IIA
## 2546  44 Black        Married      T2      N1        IIB
## 2547  44 White        Married      T2      N3       IIIC
## 2548  56 White        Married      T1      N1        IIA
## 2549  38 Black        Single       T2      N1        IIB
## 2550  49 White        Married      T2      N1        IIB
## 2551  57 White        Single       T1      N1        IIA
## 2552  59 White       Divorced      T2      N1        IIB
## 2553  49 Other        Married      T1      N1        IIA
## 2554  48 White        Married      T3      N2       IIIA
## 2555  51 White        Married      T2      N1        IIB
## 2556  54 White        Married      T1      N1        IIA
## 2557  59 White        Married      T1      N1        IIA
## 2558  56 White        Widowed      T1      N1        IIA
## 2559  52 White       Divorced      T2      N3       IIIC
## 2560  49 White        Married      T1      N1        IIA
## 2561  55 White        Widowed      T2      N2       IIIA
## 2562  60 White       Divorced      T2      N2       IIIA
## 2563  63 White        Married      T2      N1        IIB
## 2564  58 White        Married      T3      N1       IIIA
## 2565  39 Black        Single       T1      N1        IIA
## 2566  62 White        Married      T2      N1        IIB
## 2567  60 White        Married      T2      N1        IIB
## 2568  45 Other        Married      T2      N2       IIIA
## 2569  45 White        Married      T3      N3       IIIC
## 2570  62 Other        Married      T1      N1        IIA
## 2571  65 White        Married      T1      N1        IIA
## 2572  68 White        Married      T3      N1       IIIA
## 2573  43 White        Married      T1      N2       IIIA
## 2574  36 White        Single       T2      N1        IIB
## 2575  63 White        Married      T3      N2       IIIA
## 2576  36 Other        Married      T1      N2       IIIA
## 2577  47 White        Married      T2      N2       IIIA
## 2578  51 White        Married      T2      N1        IIB
## 2579  61 White        Widowed      T2      N1        IIB
## 2580  66 White        Single       T3      N1       IIIA
## 2581  47 White        Married      T2      N1        IIB
## 2582  41 White       Divorced      T1      N1        IIA
## 2583  48 Other        Married      T2      N3       IIIC
## 2584  45 White        Married      T1      N1        IIA
## 2585  67 White        Married      T2      N1        IIB
## 2586  58 White        Widowed      T3      N2       IIIA
## 2587  50 White        Married      T1      N1        IIA
## 2588  47 White        Married      T2      N1        IIB
## 2589  59 White        Married      T2      N1        IIB
## 2590  67 White        Married      T1      N1        IIA
## 2591  63 White        Married      T2      N3       IIIC
## 2592  62 White        Married      T1      N1        IIA
## 2593  52 White       Divorced      T2      N1        IIB
## 2594  65 White       Divorced      T1      N1        IIA
## 2595  35 Other        Married      T3      N1       IIIA
## 2596  51 White        Single       T1      N2       IIIA
## 2597  54 White        Married      T2      N1        IIB
## 2598  44 Other        Married      T2      N1        IIB
## 2599  57 White        Single       T2      N1        IIB
## 2600  57 White        Married      T2      N3       IIIC
## 2601  36 Other        Single       T4      N1       IIIB
## 2602  45 Other        Married      T1      N2       IIIA
## 2603  50 White        Widowed      T2      N3       IIIC
## 2604  43 Black        Married      T2      N1        IIB
## 2605  36 White        Married      T2      N1        IIB
## 2606  54 Other        Married      T3      N2       IIIA
## 2607  65 White        Single       T2      N1        IIB
## 2608  41 White        Single       T2      N2       IIIA
## 2609  65 Other        Married      T1      N2       IIIA
## 2610  59 White        Married      T2      N3       IIIC
## 2611  61 White        Married      T2      N3       IIIC
## 2612  45 Black       Divorced      T1      N1        IIA
## 2613  69 White       Divorced      T3      N1       IIIA
## 2614  54 White        Married      T2      N2       IIIA
## 2615  50 White        Married      T1      N3       IIIC
## 2616  53 White        Married      T2      N1        IIB
## 2617  50 White        Married      T2      N1        IIB
## 2618  67 Black        Widowed      T2      N2       IIIA
## 2619  43 White       Divorced      T1      N1        IIA
## 2620  39 Black        Married      T1      N1        IIA
## 2621  45 White        Married      T1      N1        IIA
## 2622  46 White        Married      T1      N1        IIA
## 2623  65 White        Single       T2      N1        IIB
## 2624  42 White        Married      T3      N3       IIIC
## 2625  68 Black        Widowed      T1      N1        IIA
## 2626  69 White        Widowed      T2      N1        IIB
## 2627  47 White        Single       T2      N3       IIIC
## 2628  48 White        Married      T2      N2       IIIA
## 2629  48 White        Married      T2      N1        IIB
## 2630  51 White        Married      T1      N1        IIA
## 2631  68 White        Married      T3      N2       IIIA
## 2632  48 White        Married      T2      N1        IIB
## 2633  35 White       Divorced      T2      N2       IIIA
## 2634  49 Black        Single       T1      N1        IIA
## 2635  60 White        Single       T1      N1        IIA
## 2636  64 White        Widowed      T1      N1        IIA
## 2637  55 White        Married      T1      N2       IIIA
## 2638  52 White        Married      T1      N1        IIA
## 2639  60 White       Divorced      T3      N3       IIIC
## 2640  68 White        Widowed      T2      N1        IIB
## 2641  49 Black        Married      T3      N1       IIIA
## 2642  45 White        Married      T3      N2       IIIA
## 2643  46 White        Married      T1      N1        IIA
## 2644  49 White        Married      T2      N2       IIIA
## 2645  67 White       Divorced      T2      N3       IIIC
## 2646  62 Black        Married      T1      N1        IIA
## 2647  62 White        Widowed      T2      N1        IIB
## 2648  54 White        Married      T2      N1        IIB
## 2649  50 White       Divorced      T1      N2       IIIA
## 2650  53 White        Married      T1      N2       IIIA
## 2651  51 White        Married      T3      N2       IIIA
## 2652  57 White        Single       T1      N1        IIA
## 2653  48 White        Married      T1      N1        IIA
## 2654  53 Black        Single       T3      N2       IIIA
## 2655  54 Black       Divorced      T1      N1        IIA
## 2656  49 White        Married      T2      N1        IIB
## 2657  66 White        Married      T2      N1        IIB
## 2658  65 White        Married      T1      N1        IIA
## 2659  55 Black       Divorced      T2      N1        IIB
## 2660  49 White        Married      T1      N2       IIIA
## 2661  47 White        Married      T2      N2       IIIA
## 2662  58 White        Single       T3      N3       IIIC
## 2663  58 White        Married      T2      N1        IIB
## 2664  47 White        Married      T3      N2       IIIA
## 2665  37 White        Single       T2      N1        IIB
## 2666  61 White        Widowed      T1      N1        IIA
## 2667  58 Black        Single       T1      N1        IIA
## 2668  68 White        Single       T2      N1        IIB
## 2669  63 White        Married      T1      N1        IIA
## 2670  57 White        Married      T3      N2       IIIA
## 2671  36 Other        Married      T3      N2       IIIA
## 2672  47 Black        Married      T1      N1        IIA
## 2673  59 White        Married      T3      N2       IIIA
## 2674  55 White        Married      T1      N1        IIA
## 2675  41 White        Single       T3      N2       IIIA
## 2676  44 White        Married      T2      N1        IIB
## 2677  61 White        Married      T2      N1        IIB
## 2678  49 Other        Married      T2      N1        IIB
## 2679  65 White        Widowed      T1      N1        IIA
## 2680  69 White        Married      T1      N1        IIA
## 2681  52 White       Divorced      T2      N1        IIB
## 2682  64 Black       Divorced      T2      N2       IIIA
## 2683  69 White        Widowed      T3      N1       IIIA
## 2684  44 White        Married      T1      N1        IIA
## 2685  49 White        Widowed      T3      N1       IIIA
## 2686  64 White        Married      T1      N1        IIA
## 2687  43 White        Married      T2      N3       IIIC
## 2688  55 White        Married      T1      N1        IIA
## 2689  51 White        Married      T2      N1        IIB
## 2690  39 White        Married      T1      N1        IIA
## 2691  37 White        Married      T1      N1        IIA
## 2692  61 White        Married      T1      N1        IIA
## 2693  54 White        Married      T2      N2       IIIA
## 2694  59 White        Married      T2      N1        IIB
## 2695  45 White        Married      T3      N2       IIIA
## 2696  61 White        Married      T2      N2       IIIA
## 2697  50 White        Married      T3      N2       IIIA
## 2698  49 White        Married      T3      N1       IIIA
## 2699  40 Other        Married      T4      N2       IIIB
## 2700  48 White        Single       T1      N2       IIIA
## 2701  49 White       Divorced      T3      N3       IIIC
## 2702  53 White        Married      T1      N1        IIA
## 2703  44 White        Married      T1      N1        IIA
## 2704  53 White        Married      T4      N1       IIIB
## 2705  52 White        Married      T2      N1        IIB
## 2706  53 White        Married      T2      N1        IIB
## 2707  48 White       Divorced      T2      N1        IIB
## 2708  57 White        Married      T2      N1        IIB
## 2709  44 White        Married      T1      N1        IIA
## 2710  59 White        Married      T3      N1       IIIA
## 2711  49 White        Single       T1      N1        IIA
## 2712  53 White        Married      T2      N1        IIB
## 2713  55 White        Married      T4      N3       IIIC
## 2714  62 White        Married      T1      N1        IIA
## 2715  38 White        Married      T4      N2       IIIB
## 2716  56 White        Married      T3      N3       IIIC
## 2717  53 White        Married      T3      N2       IIIA
## 2718  40 White        Single       T3      N1       IIIA
## 2719  43 White        Married      T1      N1        IIA
## 2720  67 White        Married      T1      N2       IIIA
## 2721  43 White        Married      T1      N1        IIA
## 2722  50 White        Single       T1      N1        IIA
## 2723  61 White        Married      T2      N2       IIIA
## 2724  62 White        Single       T1      N1        IIA
## 2725  53 Other       Divorced      T1      N1        IIA
## 2726  55 White       Divorced      T2      N2       IIIA
## 2727  58 White        Single       T1      N1        IIA
## 2728  69 White        Married      T1      N1        IIA
## 2729  52 White       Divorced      T1      N2       IIIA
## 2730  62 White        Married      T1      N2       IIIA
## 2731  64 White        Married      T1      N1        IIA
## 2732  68 White        Widowed      T2      N1        IIB
## 2733  48 White        Married      T2      N1        IIB
## 2734  51 White        Widowed      T1      N2       IIIA
## 2735  67 White        Single       T2      N1        IIB
## 2736  58 White       Divorced      T2      N1        IIB
## 2737  62 White        Married      T2      N1        IIB
## 2738  69 White        Married      T3      N1       IIIA
## 2739  57 White        Married      T2      N2       IIIA
## 2740  53 White       Divorced      T3      N3       IIIC
## 2741  47 White        Single       T2      N1        IIB
## 2742  58 White        Married      T1      N1        IIA
## 2743  46 White        Married      T1      N1        IIA
## 2744  53 White        Married      T2      N2       IIIA
## 2745  49 White        Widowed      T3      N2       IIIA
## 2746  65 White        Married      T1      N1        IIA
## 2747  50 White        Single       T2      N2       IIIA
## 2748  39 White       Divorced      T2      N1        IIB
## 2749  42 White        Single       T3      N1       IIIA
## 2750  45 White        Married      T1      N1        IIA
## 2751  47 White        Married      T2      N1        IIB
## 2752  53 Other       Divorced      T1      N2       IIIA
## 2753  55 White      Separated      T1      N2       IIIA
## 2754  63 White        Married      T2      N1        IIB
## 2755  62 White        Married      T2      N1        IIB
## 2756  51 White        Single       T2      N3       IIIC
## 2757  57 White        Single       T2      N1        IIB
## 2758  46 White        Married      T2      N1        IIB
## 2759  42 White        Married      T2      N1        IIB
## 2760  63 White        Married      T3      N1       IIIA
## 2761  57 White        Married      T3      N3       IIIC
## 2762  52 White       Divorced      T4      N3       IIIC
## 2763  56 White       Divorced      T4      N2       IIIB
## 2764  58 White        Married      T2      N3       IIIC
## 2765  66 White        Widowed      T1      N2       IIIA
## 2766  36 White        Married      T1      N1        IIA
## 2767  36 White        Married      T2      N3       IIIC
## 2768  55 White        Married      T3      N3       IIIC
## 2769  44 White        Married      T3      N1       IIIA
## 2770  59 White       Divorced      T3      N1       IIIA
## 2771  38 White        Married      T2      N1        IIB
## 2772  40 White       Divorced      T1      N1        IIA
## 2773  68 White        Married      T2      N1        IIB
## 2774  47 White       Divorced      T2      N1        IIB
## 2775  57 White        Married      T1      N1        IIA
## 2776  42 White        Married      T1      N1        IIA
## 2777  43 White        Single       T1      N1        IIA
## 2778  52 White        Married      T1      N1        IIA
## 2779  65 White        Married      T1      N1        IIA
## 2780  57 White        Married      T1      N1        IIA
## 2781  47 White        Married      T1      N1        IIA
## 2782  41 White        Married      T1      N1        IIA
## 2783  51 White       Divorced      T3      N2       IIIA
## 2784  60 White        Single       T2      N2       IIIA
## 2785  53 White        Married      T1      N1        IIA
## 2786  47 White        Married      T2      N1        IIB
## 2787  52 White        Single       T2      N1        IIB
## 2788  63 White        Married      T1      N1        IIA
## 2789  55 White        Married      T1      N2       IIIA
## 2790  69 Black       Divorced      T2      N3       IIIC
## 2791  40 White        Single       T2      N1        IIB
## 2792  44 White        Married      T3      N1       IIIA
## 2793  40 White        Married      T3      N2       IIIA
## 2794  33 White        Single       T3      N1       IIIA
## 2795  51 White        Single       T1      N1        IIA
## 2796  41 White        Single       T1      N1        IIA
## 2797  61 White        Married      T3      N1       IIIA
## 2798  53 Other        Married      T2      N2       IIIA
## 2799  61 White        Single       T2      N1        IIB
## 2800  46 White        Married      T2      N1        IIB
## 2801  46 White        Single       T2      N1        IIB
## 2802  42 Other        Married      T2      N1        IIB
## 2803  44 White        Married      T2      N1        IIB
## 2804  44 White        Married      T2      N2       IIIA
## 2805  52 White       Divorced      T2      N2       IIIA
## 2806  63 White        Widowed      T2      N1        IIB
## 2807  56 Other        Married      T1      N3       IIIC
## 2808  53 Other        Married      T2      N3       IIIC
## 2809  43 White      Separated      T2      N1        IIB
## 2810  62 White        Married      T1      N1        IIA
## 2811  49 White       Divorced      T2      N2       IIIA
## 2812  56 White        Married      T3      N1       IIIA
## 2813  58 White        Married      T2      N1        IIB
## 2814  62 White        Single       T1      N1        IIA
## 2815  61 White        Married      T1      N1        IIA
## 2816  62 White        Married      T2      N2       IIIA
## 2817  54 White        Married      T1      N1        IIA
## 2818  51 White        Single       T1      N1        IIA
## 2819  52 White        Married      T1      N1        IIA
## 2820  38 White        Married      T3      N1       IIIA
## 2821  44 Black        Single       T3      N2       IIIA
## 2822  59 White        Married      T2      N1        IIB
## 2823  52 White       Divorced      T2      N1        IIB
## 2824  48 White        Married      T1      N1        IIA
## 2825  34 White        Married      T1      N3       IIIC
## 2826  67 White        Married      T1      N1        IIA
## 2827  47 White        Married      T1      N1        IIA
## 2828  62 White        Married      T1      N1        IIA
## 2829  49 White        Single       T1      N1        IIA
## 2830  53 White        Married      T2      N3       IIIC
## 2831  47 Other        Married      T3      N3       IIIC
## 2832  54 Black        Married      T1      N3       IIIC
## 2833  46 White        Married      T1      N1        IIA
## 2834  54 Other       Divorced      T2      N1        IIB
## 2835  48 White        Married      T1      N1        IIA
## 2836  57 White        Married      T2      N1        IIB
## 2837  49 White        Single       T1      N2       IIIA
## 2838  48 White        Married      T2      N1        IIB
## 2839  50 White        Married      T1      N2       IIIA
## 2840  51 White        Married      T2      N1        IIB
## 2841  42 White        Married      T1      N1        IIA
## 2842  55 White        Married      T2      N1        IIB
## 2843  63 White        Married      T3      N1       IIIA
## 2844  62 White        Married      T1      N3       IIIC
## 2845  58 Other        Married      T1      N2       IIIA
## 2846  54 White        Married      T1      N1        IIA
## 2847  62 White       Divorced      T1      N2       IIIA
## 2848  68 White        Married      T1      N1        IIA
## 2849  47 White        Married      T1      N1        IIA
## 2850  52 White        Married      T1      N1        IIA
## 2851  37 White        Married      T2      N1        IIB
## 2852  55 White        Married      T1      N1        IIA
## 2853  65 White       Divorced      T2      N2       IIIA
## 2854  46 White        Married      T2      N3       IIIC
## 2855  63 White        Married      T1      N2       IIIA
## 2856  62 Black        Married      T2      N1        IIB
## 2857  65 White        Married      T2      N2       IIIA
## 2858  68 White        Married      T2      N1        IIB
## 2859  58 White        Single       T2      N1        IIB
## 2860  66 White       Divorced      T3      N3       IIIC
## 2861  62 White        Single       T3      N2       IIIA
## 2862  68 Black        Married      T2      N2       IIIA
## 2863  32 White        Married      T2      N1        IIB
## 2864  43 White        Single       T1      N1        IIA
## 2865  62 White        Married      T2      N1        IIB
## 2866  40 White        Single       T2      N1        IIB
## 2867  61 Black        Single       T2      N2       IIIA
## 2868  46 White        Married      T3      N1       IIIA
## 2869  48 White        Married      T1      N1        IIA
## 2870  64 White        Married      T1      N1        IIA
## 2871  60 White        Married      T1      N1        IIA
## 2872  57 White        Married      T1      N1        IIA
## 2873  64 White        Married      T3      N1       IIIA
## 2874  54 White        Married      T2      N1        IIB
## 2875  48 White        Married      T2      N1        IIB
## 2876  65 White        Married      T4      N1       IIIB
## 2877  35 Black        Married      T1      N1        IIA
## 2878  54 White       Divorced      T2      N1        IIB
## 2879  54 White        Single       T2      N3       IIIC
## 2880  69 White        Married      T1      N1        IIA
## 2881  44 White        Married      T2      N1        IIB
## 2882  48 White        Married      T3      N2       IIIA
## 2883  69 White        Single       T4      N3       IIIC
## 2884  55 Black        Single       T2      N1        IIB
## 2885  49 White        Married      T1      N1        IIA
## 2886  65 White        Married      T4      N2       IIIB
## 2887  47 Black        Single       T1      N1        IIA
## 2888  64 White        Widowed      T3      N2       IIIA
## 2889  52 White        Married      T1      N1        IIA
## 2890  64 White        Married      T2      N1        IIB
## 2891  69 White        Widowed      T1      N1        IIA
## 2892  48 White        Single       T1      N1        IIA
## 2893  65 Black        Single       T1      N2       IIIA
## 2894  68 White        Single       T3      N2       IIIA
## 2895  49 White        Married      T1      N1        IIA
## 2896  54 White        Married      T3      N1       IIIA
## 2897  63 White        Married      T1      N1        IIA
## 2898  57 White       Divorced      T1      N1        IIA
## 2899  39 Other        Married      T3      N1       IIIA
## 2900  45 White        Married      T2      N2       IIIA
## 2901  54 White      Separated      T1      N3       IIIC
## 2902  65 White        Widowed      T2      N1        IIB
## 2903  51 White       Divorced      T1      N2       IIIA
## 2904  64 White        Married      T2      N3       IIIC
## 2905  48 White        Married      T2      N1        IIB
## 2906  68 White       Divorced      T1      N1        IIA
## 2907  49 White        Single       T3      N3       IIIC
## 2908  57 White        Married      T2      N1        IIB
## 2909  35 White        Married      T2      N1        IIB
## 2910  66 White        Married      T3      N3       IIIC
## 2911  48 White        Married      T3      N1       IIIA
## 2912  67 White        Widowed      T1      N1        IIA
## 2913  53 White        Married      T1      N1        IIA
## 2914  66 White        Married      T2      N1        IIB
## 2915  40 White        Married      T2      N2       IIIA
## 2916  59 White        Married      T1      N1        IIA
## 2917  69 White        Widowed      T1      N1        IIA
## 2918  67 White        Married      T1      N1        IIA
## 2919  60 White        Married      T3      N1       IIIA
## 2920  64 Black       Divorced      T2      N1        IIB
## 2921  48 White        Married      T1      N1        IIA
## 2922  63 Other        Married      T1      N1        IIA
## 2923  49 White        Married      T2      N1        IIB
## 2924  53 White        Married      T1      N1        IIA
## 2925  50 White       Divorced      T2      N1        IIB
## 2926  53 White        Married      T2      N1        IIB
## 2927  63 White        Married      T2      N1        IIB
## 2928  44 Other        Married      T2      N1        IIB
## 2929  45 White        Married      T2      N3       IIIC
## 2930  51 Other        Single       T2      N2       IIIA
## 2931  54 White        Married      T2      N1        IIB
## 2932  47 White       Divorced      T2      N1        IIB
## 2933  56 White       Divorced      T3      N3       IIIC
## 2934  54 White        Married      T3      N1       IIIA
## 2935  51 White        Married      T1      N3       IIIC
## 2936  63 White        Single       T1      N1        IIA
## 2937  59 White        Widowed      T1      N2       IIIA
## 2938  62 White        Single       T1      N1        IIA
## 2939  57 White        Married      T2      N1        IIB
## 2940  50 White        Married      T3      N1       IIIA
## 2941  51 White        Married      T1      N1        IIA
## 2942  48 White        Single       T2      N1        IIB
## 2943  48 White        Married      T3      N1       IIIA
## 2944  54 Black        Married      T1      N2       IIIA
## 2945  46 White        Single       T1      N1        IIA
## 2946  69 White        Widowed      T2      N1        IIB
## 2947  39 White        Single       T1      N1        IIA
## 2948  40 Other        Single       T3      N1       IIIA
## 2949  56 White        Married      T2      N1        IIB
## 2950  57 White        Married      T3      N1       IIIA
## 2951  51 White        Married      T1      N2       IIIA
## 2952  49 White        Married      T1      N2       IIIA
## 2953  62 White        Married      T2      N2       IIIA
## 2954  59 Black        Married      T3      N3       IIIC
## 2955  53 White        Married      T2      N1        IIB
## 2956  45 White        Married      T3      N1       IIIA
## 2957  53 White        Married      T2      N1        IIB
## 2958  65 White        Married      T1      N3       IIIC
## 2959  39 White        Married      T3      N1       IIIA
## 2960  48 White        Single       T2      N2       IIIA
## 2961  53 White        Single       T1      N2       IIIA
## 2962  53 Other        Married      T3      N1       IIIA
## 2963  67 White        Single       T2      N1        IIB
## 2964  62 White        Married      T1      N1        IIA
## 2965  68 White        Married      T2      N2       IIIA
## 2966  38 White        Married      T2      N1        IIB
## 2967  64 Black       Divorced      T3      N3       IIIC
## 2968  47 White        Single       T2      N1        IIB
## 2969  63 White        Married      T1      N1        IIA
## 2970  61 White        Married      T2      N1        IIB
## 2971  68 White       Divorced      T1      N1        IIA
## 2972  58 White        Married      T2      N2       IIIA
## 2973  41 White        Married      T2      N1        IIB
## 2974  47 White       Divorced      T2      N1        IIB
## 2975  56 Black        Single       T2      N1        IIB
## 2976  56 White        Married      T1      N1        IIA
## 2977  56 Other        Married      T2      N1        IIB
## 2978  46 White       Divorced      T2      N1        IIB
## 2979  53 White        Single       T2      N1        IIB
## 2980  45 White        Married      T2      N1        IIB
## 2981  66 Black        Married      T1      N1        IIA
## 2982  61 White        Widowed      T2      N2       IIIA
## 2983  53 White        Single       T1      N1        IIA
## 2984  51 White        Married      T2      N1        IIB
## 2985  68 White        Single       T2      N3       IIIC
## 2986  67 White        Widowed      T2      N1        IIB
## 2987  59 White        Married      T1      N1        IIA
## 2988  64 White       Divorced      T2      N1        IIB
## 2989  57 Other        Married      T3      N3       IIIC
## 2990  54 White        Married      T1      N1        IIA
## 2991  41 White        Single       T2      N1        IIB
## 2992  49 White        Married      T2      N1        IIB
## 2993  51 White        Married      T2      N2       IIIA
## 2994  42 White        Married      T2      N1        IIB
## 2995  46 White        Single       T1      N2       IIIA
## 2996  61 Other        Married      T3      N3       IIIC
## 2997  44 White        Married      T3      N1       IIIA
## 2998  55 White       Divorced      T2      N3       IIIC
## 2999  50 White        Married      T1      N1        IIA
## 3000  62 White        Married      T1      N3       IIIC
## 3001  62 White        Single       T2      N2       IIIA
## 3002  46 White       Divorced      T2      N1        IIB
## 3003  56 White        Married      T2      N1        IIB
## 3004  57 White        Married      T1      N3       IIIC
## 3005  47 White        Married      T1      N1        IIA
## 3006  42 White        Married      T2      N1        IIB
## 3007  56 White        Married      T2      N1        IIB
## 3008  50 Black        Married      T1      N3       IIIC
## 3009  43 White        Married      T3      N2       IIIA
## 3010  46 Black        Married      T2      N1        IIB
## 3011  46 White       Divorced      T1      N1        IIA
## 3012  60 White        Married      T3      N1       IIIA
## 3013  44 White        Married      T2      N1        IIB
## 3014  47 White        Married      T2      N1        IIB
## 3015  46 White        Married      T3      N3       IIIC
## 3016  60 White        Married      T2      N1        IIB
## 3017  60 White        Married      T1      N1        IIA
## 3018  61 White        Single       T1      N3       IIIC
## 3019  67 White      Separated      T1      N1        IIA
## 3020  61 White        Widowed      T3      N1       IIIA
## 3021  43 Other        Married      T2      N2       IIIA
## 3022  66 White        Single       T2      N2       IIIA
## 3023  51 White       Divorced      T2      N1        IIB
## 3024  56 White       Divorced      T2      N1        IIB
## 3025  67 White      Separated      T1      N1        IIA
## 3026  51 White        Married      T1      N1        IIA
## 3027  50 White        Married      T3      N2       IIIA
## 3028  52 White        Single       T1      N1        IIA
## 3029  56 White        Single       T1      N1        IIA
## 3030  61 White       Divorced      T1      N1        IIA
## 3031  53 Other        Married      T2      N3       IIIC
## 3032  63 White       Divorced      T2      N1        IIB
## 3033  59 White        Widowed      T2      N2       IIIA
## 3034  65 White        Single       T3      N3       IIIC
## 3035  66 Other        Married      T2      N1        IIB
## 3036  57 White        Married      T2      N1        IIB
## 3037  44 Black        Married      T2      N1        IIB
## 3038  61 White        Married      T4      N2       IIIB
## 3039  41 White        Married      T1      N1        IIA
## 3040  40 White       Divorced      T2      N2       IIIA
## 3041  53 White        Married      T2      N2       IIIA
## 3042  51 White        Married      T2      N2       IIIA
## 3043  55 White        Married      T2      N1        IIB
## 3044  50 White        Married      T1      N1        IIA
## 3045  60 White        Married      T1      N1        IIA
## 3046  55 White        Married      T2      N1        IIB
## 3047  58 White        Married      T1      N1        IIA
## 3048  41 White        Married      T1      N1        IIA
## 3049  50 Black        Single       T1      N2       IIIA
## 3050  59 White        Widowed      T2      N2       IIIA
## 3051  60 White        Married      T1      N1        IIA
## 3052  48 Black        Single       T2      N1        IIB
## 3053  50 Black        Single       T2      N2       IIIA
## 3054  67 White        Married      T1      N1        IIA
## 3055  62 White        Married      T2      N1        IIB
## 3056  65 White       Divorced      T2      N1        IIB
## 3057  54 White       Divorced      T1      N1        IIA
## 3058  61 White        Married      T2      N3       IIIC
## 3059  49 White        Married      T2      N1        IIB
## 3060  54 White        Single       T2      N1        IIB
## 3061  59 White        Married      T2      N1        IIB
## 3062  48 White       Divorced      T1      N1        IIA
## 3063  42 Other        Married      T3      N1       IIIA
## 3064  64 White        Married      T1      N1        IIA
## 3065  59 White        Married      T1      N1        IIA
## 3066  53 White        Married      T1      N1        IIA
## 3067  51 Other        Married      T2      N1        IIB
## 3068  34 White        Single       T2      N2       IIIA
## 3069  49 White       Divorced      T2      N3       IIIC
## 3070  56 White        Married      T1      N1        IIA
## 3071  53 White        Married      T2      N1        IIB
## 3072  59 White        Married      T1      N2       IIIA
## 3073  55 White        Single       T1      N1        IIA
## 3074  43 White        Married      T4      N3       IIIC
## 3075  69 White        Married      T2      N1        IIB
## 3076  49 White      Separated      T1      N1        IIA
## 3077  57 White        Married      T1      N1        IIA
## 3078  48 White        Single       T3      N3       IIIC
## 3079  64 White        Married      T1      N1        IIA
## 3080  59 White        Married      T1      N1        IIA
## 3081  64 White        Married      T2      N2       IIIA
## 3082  43 White        Widowed      T1      N2       IIIA
## 3083  49 Black      Separated      T2      N3       IIIC
## 3084  41 White        Single       T2      N3       IIIC
## 3085  58 White        Married      T2      N1        IIB
## 3086  48 White        Married      T1      N2       IIIA
## 3087  40 Other        Married      T2      N1        IIB
## 3088  55 White       Divorced      T1      N1        IIA
## 3089  47 White        Married      T1      N2       IIIA
## 3090  63 White        Married      T2      N2       IIIA
## 3091  63 White        Married      T2      N1        IIB
## 3092  61 White        Married      T2      N1        IIB
## 3093  46 White        Married      T1      N1        IIA
## 3094  50 White        Married      T2      N1        IIB
## 3095  65 Other        Single       T1      N1        IIA
## 3096  52 White        Married      T1      N2       IIIA
## 3097  56 White        Married      T1      N2       IIIA
## 3098  60 Black        Widowed      T1      N3       IIIC
## 3099  46 White        Married      T3      N3       IIIC
## 3100  62 White        Single       T3      N1       IIIA
## 3101  61 White        Married      T2      N1        IIB
## 3102  52 White        Married      T3      N1       IIIA
## 3103  49 Other        Married      T1      N2       IIIA
## 3104  67 White       Divorced      T1      N1        IIA
## 3105  50 White        Married      T2      N1        IIB
## 3106  54 White       Divorced      T2      N2       IIIA
## 3107  69 White        Married      T2      N1        IIB
## 3108  42 White        Married      T1      N1        IIA
## 3109  61 Black       Divorced      T2      N3       IIIC
## 3110  47 Black       Divorced      T1      N1        IIA
## 3111  40 Other        Married      T3      N1       IIIA
## 3112  65 White        Single       T2      N1        IIB
## 3113  52 White        Married      T2      N1        IIB
## 3114  48 White       Divorced      T2      N1        IIB
## 3115  64 White        Married      T1      N1        IIA
## 3116  50 White        Married      T2      N2       IIIA
## 3117  69 Other        Married      T2      N1        IIB
## 3118  46 White        Married      T1      N1        IIA
## 3119  61 Other        Married      T2      N1        IIB
## 3120  66 White        Single       T2      N3       IIIC
## 3121  65 White        Married      T1      N1        IIA
## 3122  41 White        Married      T2      N2       IIIA
## 3123  50 White        Married      T2      N1        IIB
## 3124  68 White        Married      T1      N1        IIA
## 3125  49 Black        Single       T1      N1        IIA
## 3126  43 White        Single       T2      N2       IIIA
## 3127  50 White        Married      T2      N1        IIB
## 3128  58 White        Widowed      T3      N1       IIIA
## 3129  60 White       Divorced      T2      N2       IIIA
## 3130  43 White        Married      T2      N1        IIB
## 3131  43 Other        Married      T1      N1        IIA
## 3132  53 White        Single       T2      N1        IIB
## 3133  42 White        Single       T2      N1        IIB
## 3134  55 White        Married      T3      N1       IIIA
## 3135  43 White        Single       T2      N1        IIB
## 3136  40 White      Separated      T3      N2       IIIA
## 3137  69 White        Married      T1      N1        IIA
## 3138  49 White        Married      T2      N2       IIIA
## 3139  59 White        Married      T2      N1        IIB
## 3140  60 White        Married      T2      N1        IIB
## 3141  63 White       Divorced      T1      N1        IIA
## 3142  50 White        Married      T1      N1        IIA
## 3143  59 White        Married      T1      N1        IIA
## 3144  56 White        Married      T1      N1        IIA
## 3145  66 White       Divorced      T2      N1        IIB
## 3146  61 White        Married      T2      N1        IIB
## 3147  54 White        Married      T2      N1        IIB
## 3148  51 White        Married      T1      N1        IIA
## 3149  63 White        Married      T1      N1        IIA
## 3150  40 White       Divorced      T1      N2       IIIA
## 3151  48 Black        Single       T2      N1        IIB
## 3152  49 White        Married      T2      N1        IIB
## 3153  61 White        Widowed      T1      N1        IIA
## 3154  60 White        Married      T2      N1        IIB
## 3155  49 White        Married      T2      N1        IIB
## 3156  52 White        Married      T1      N2       IIIA
## 3157  59 White        Single       T1      N3       IIIC
## 3158  57 White        Married      T2      N1        IIB
## 3159  65 White        Married      T1      N1        IIA
## 3160  58 White       Divorced      T1      N1        IIA
## 3161  55 White        Married      T3      N2       IIIA
## 3162  63 Black        Married      T2      N2       IIIA
## 3163  59 White        Married      T2      N3       IIIC
## 3164  57 White        Married      T1      N1        IIA
## 3165  61 White        Married      T1      N1        IIA
## 3166  56 White        Married      T2      N2       IIIA
## 3167  68 White        Married      T2      N2       IIIA
## 3168  62 White        Married      T1      N1        IIA
## 3169  63 White        Single       T1      N1        IIA
## 3170  61 White        Single       T2      N2       IIIA
## 3171  65 Other        Married      T2      N1        IIB
## 3172  63 White       Divorced      T1      N1        IIA
## 3173  64 White       Divorced      T2      N3       IIIC
## 3174  68 White        Widowed      T1      N1        IIA
## 3175  53 White        Married      T2      N1        IIB
## 3176  67 White        Married      T1      N1        IIA
## 3177  40 White        Married      T1      N1        IIA
## 3178  49 White       Divorced      T2      N3       IIIC
## 3179  49 White        Married      T2      N1        IIB
## 3180  53 White      Separated      T2      N2       IIIA
## 3181  66 White        Married      T1      N1        IIA
## 3182  52 White        Married      T2      N2       IIIA
## 3183  43 White        Married      T1      N1        IIA
## 3184  60 White        Married      T3      N1       IIIA
## 3185  40 White        Married      T2      N1        IIB
## 3186  46 White        Single       T2      N1        IIB
## 3187  62 White       Divorced      T2      N1        IIB
## 3188  50 White        Married      T2      N1        IIB
## 3189  66 White        Widowed      T1      N1        IIA
## 3190  67 White        Married      T1      N1        IIA
## 3191  52 Black        Married      T4      N2       IIIB
## 3192  55 White        Single       T1      N1        IIA
## 3193  68 White        Married      T2      N2       IIIA
## 3194  63 White        Married      T2      N2       IIIA
## 3195  59 White        Married      T2      N2       IIIA
## 3196  44 White       Divorced      T2      N1        IIB
## 3197  63 Black        Widowed      T2      N2       IIIA
## 3198  65 White        Married      T2      N2       IIIA
## 3199  55 White       Divorced      T2      N1        IIB
## 3200  61 White       Divorced      T3      N1       IIIA
## 3201  59 Black        Married      T2      N2       IIIA
## 3202  66 Other        Widowed      T2      N1        IIB
## 3203  60 Black        Married      T2      N1        IIB
## 3204  63 White        Married      T1      N1        IIA
## 3205  49 White        Married      T3      N3       IIIC
## 3206  52 White        Married      T1      N1        IIA
## 3207  33 White        Married      T2      N3       IIIC
## 3208  69 White        Married      T2      N1        IIB
## 3209  51 White        Married      T1      N1        IIA
## 3210  48 White        Married      T1      N1        IIA
## 3211  47 White        Married      T1      N1        IIA
## 3212  43 Other        Single       T3      N1       IIIA
## 3213  54 White       Divorced      T1      N1        IIA
## 3214  46 White        Married      T1      N1        IIA
## 3215  68 White        Married      T2      N1        IIB
## 3216  62 Black        Married      T1      N1        IIA
## 3217  69 White        Married      T1      N2       IIIA
## 3218  59 White        Married      T3      N1       IIIA
## 3219  48 White        Married      T2      N2       IIIA
## 3220  61 White        Married      T1      N1        IIA
## 3221  46 White        Married      T3      N2       IIIA
## 3222  51 White       Divorced      T2      N3       IIIC
## 3223  58 White        Married      T2      N1        IIB
## 3224  49 Black        Single       T1      N1        IIA
## 3225  43 White        Married      T1      N1        IIA
## 3226  54 White      Separated      T2      N3       IIIC
## 3227  46 White        Single       T1      N1        IIA
## 3228  47 White       Divorced      T2      N1        IIB
## 3229  58 White        Single       T2      N1        IIB
## 3230  60 Other        Widowed      T1      N1        IIA
## 3231  38 White        Married      T2      N3       IIIC
## 3232  47 White        Married      T3      N1       IIIA
## 3233  58 White        Married      T2      N2       IIIA
## 3234  45 Other        Married      T1      N1        IIA
## 3235  46 White      Separated      T2      N2       IIIA
## 3236  42 White        Married      T2      N2       IIIA
## 3237  67 White        Married      T1      N1        IIA
## 3238  64 White       Divorced      T3      N1       IIIA
## 3239  67 White        Widowed      T1      N1        IIA
## 3240  50 White        Married      T2      N1        IIB
## 3241  48 Other        Married      T1      N1        IIA
## 3242  57 White        Married      T2      N1        IIB
## 3243  56 White        Married      T1      N1        IIA
## 3244  62 White        Widowed      T2      N1        IIB
## 3245  55 White        Married      T2      N3       IIIC
## 3246  58 Other        Widowed      T2      N3       IIIC
## 3247  57 White        Single       T3      N1       IIIA
## 3248  65 White        Married      T3      N2       IIIA
## 3249  45 White        Married      T1      N1        IIA
## 3250  39 White        Married      T2      N1        IIB
## 3251  56 White       Divorced      T1      N1        IIA
## 3252  51 White        Married      T2      N1        IIB
## 3253  66 Other        Widowed      T2      N1        IIB
## 3254  58 White        Married      T4      N2       IIIB
## 3255  57 White        Single       T2      N1        IIB
## 3256  60 White        Married      T1      N1        IIA
## 3257  48 White        Married      T1      N1        IIA
## 3258  63 White        Married      T3      N2       IIIA
## 3259  42 White       Divorced      T1      N1        IIA
## 3260  40 White        Married      T3      N2       IIIA
## 3261  67 White        Married      T2      N1        IIB
## 3262  66 White        Married      T1      N1        IIA
## 3263  42 White        Single       T1      N1        IIA
## 3264  49 White        Married      T1      N1        IIA
## 3265  53 White        Married      T2      N1        IIB
## 3266  51 White        Married      T2      N3       IIIC
## 3267  48 White        Married      T1      N1        IIA
## 3268  67 White        Married      T2      N3       IIIC
## 3269  50 White        Married      T1      N2       IIIA
## 3270  48 White        Married      T2      N1        IIB
## 3271  37 White      Separated      T1      N1        IIA
## 3272  55 White        Married      T1      N1        IIA
## 3273  49 White        Married      T2      N2       IIIA
## 3274  63 White        Married      T2      N2       IIIA
## 3275  55 White        Married      T1      N2       IIIA
## 3276  64 White        Married      T2      N1        IIB
## 3277  51 White        Married      T1      N1        IIA
## 3278  47 White        Married      T1      N1        IIA
## 3279  64 White        Married      T2      N2       IIIA
## 3280  42 Black        Single       T3      N2       IIIA
## 3281  50 White        Married      T1      N1        IIA
## 3282  41 White       Divorced      T1      N2       IIIA
## 3283  43 White        Married      T2      N1        IIB
## 3284  56 White        Married      T1      N1        IIA
## 3285  59 Other        Married      T2      N3       IIIC
## 3286  68 White        Married      T1      N1        IIA
## 3287  54 White        Married      T2      N2       IIIA
## 3288  53 White        Married      T4      N2       IIIB
## 3289  63 White        Married      T2      N1        IIB
## 3290  58 White        Married      T3      N2       IIIA
## 3291  50 White        Married      T1      N2       IIIA
## 3292  49 White        Married      T2      N1        IIB
## 3293  57 White       Divorced      T2      N1        IIB
## 3294  56 White       Divorced      T2      N1        IIB
## 3295  60 White        Married      T2      N2       IIIA
## 3296  63 White        Married      T2      N1        IIB
## 3297  47 Other        Married      T2      N2       IIIA
## 3298  50 White        Married      T1      N1        IIA
## 3299  54 White        Married      T2      N1        IIB
## 3300  53 White        Single       T2      N1        IIB
## 3301  49 Other        Married      T1      N1        IIA
## 3302  46 White        Married      T3      N2       IIIA
## 3303  56 White        Single       T2      N1        IIB
## 3304  68 White       Divorced      T2      N2       IIIA
## 3305  43 White        Married      T1      N1        IIA
## 3306  46 White        Married      T1      N1        IIA
## 3307  62 White        Married      T3      N1       IIIA
## 3308  66 White        Married      T2      N1        IIB
## 3309  68 White        Married      T1      N1        IIA
## 3310  54 White        Married      T3      N2       IIIA
## 3311  30 Other        Married      T2      N1        IIB
## 3312  62 White        Married      T1      N1        IIA
## 3313  48 Other        Married      T1      N2       IIIA
## 3314  65 White        Married      T2      N1        IIB
## 3315  51 White        Married      T4      N1       IIIB
## 3316  65 White        Married      T2      N1        IIB
## 3317  67 White        Single       T2      N2       IIIA
## 3318  42 White        Married      T1      N1        IIA
## 3319  68 White        Married      T3      N1       IIIA
## 3320  32 Other        Married      T1      N2       IIIA
## 3321  53 White        Widowed      T2      N2       IIIA
## 3322  49 White        Married      T1      N1        IIA
## 3323  50 Other        Married      T2      N1        IIB
## 3324  55 White        Married      T2      N2       IIIA
## 3325  47 White        Married      T1      N3       IIIC
## 3326  67 Black        Single       T2      N1        IIB
## 3327  42 White        Married      T2      N3       IIIC
## 3328  60 White      Separated      T2      N1        IIB
## 3329  62 White        Single       T2      N1        IIB
## 3330  59 White        Married      T2      N1        IIB
## 3331  67 White        Married      T2      N3       IIIC
## 3332  44 White        Single       T2      N1        IIB
## 3333  49 White        Married      T3      N3       IIIC
## 3334  67 White        Widowed      T2      N3       IIIC
## 3335  67 White        Married      T2      N2       IIIA
## 3336  64 White        Married      T2      N3       IIIC
## 3337  43 White        Single       T4      N2       IIIB
## 3338  69 White       Divorced      T1      N1        IIA
## 3339  55 White        Married      T1      N1        IIA
## 3340  46 White        Single       T2      N1        IIB
## 3341  47 White        Married      T2      N1        IIB
## 3342  60 White        Married      T1      N1        IIA
## 3343  47 Black        Married      T1      N1        IIA
## 3344  58 White        Widowed      T1      N1        IIA
## 3345  66 White        Married      T1      N1        IIA
## 3346  61 White        Married      T2      N1        IIB
## 3347  33 Other        Married      T2      N3       IIIC
## 3348  55 White        Single       T1      N1        IIA
## 3349  41 White        Married      T2      N1        IIB
## 3350  50 Black        Single       T2      N1        IIB
## 3351  63 Other        Married      T1      N1        IIA
## 3352  47 White        Married      T2      N2       IIIA
## 3353  57 White        Married      T1      N1        IIA
## 3354  42 White        Widowed      T1      N1        IIA
## 3355  33 White        Single       T1      N2       IIIA
## 3356  57 White        Married      T1      N1        IIA
## 3357  56 Other        Married      T2      N1        IIB
## 3358  47 White       Divorced      T1      N1        IIA
## 3359  63 White        Widowed      T2      N1        IIB
## 3360  53 White        Single       T2      N1        IIB
## 3361  42 Black        Single       T2      N1        IIB
## 3362  50 White        Married      T2      N1        IIB
## 3363  44 White        Married      T1      N1        IIA
## 3364  58 Other       Divorced      T1      N1        IIA
## 3365  65 White        Married      T1      N1        IIA
## 3366  44 White        Married      T1      N3       IIIC
## 3367  59 White        Married      T1      N3       IIIC
## 3368  57 White       Divorced      T1      N1        IIA
## 3369  57 White        Married      T2      N2       IIIA
## 3370  53 Other        Single       T1      N1        IIA
## 3371  44 Other        Married      T2      N1        IIB
## 3372  46 White        Married      T3      N1       IIIA
## 3373  59 White        Married      T2      N1        IIB
## 3374  62 White        Single       T1      N1        IIA
## 3375  48 White        Married      T3      N3       IIIC
## 3376  44 White       Divorced      T1      N3       IIIC
## 3377  62 White        Married      T2      N1        IIB
## 3378  65 White       Divorced      T2      N1        IIB
## 3379  58 White        Married      T2      N1        IIB
## 3380  47 White        Married      T1      N1        IIA
## 3381  42 White        Married      T1      N1        IIA
## 3382  49 White        Married      T2      N1        IIB
## 3383  57 White        Married      T2      N1        IIB
## 3384  44 White        Married      T2      N1        IIB
## 3385  66 White        Married      T2      N1        IIB
## 3386  53 White        Married      T1      N1        IIA
## 3387  45 Black        Single       T2      N1        IIB
## 3388  47 White        Married      T2      N3       IIIC
## 3389  49 White        Married      T2      N1        IIB
## 3390  47 White       Divorced      T2      N1        IIB
## 3391  49 White        Married      T1      N2       IIIA
## 3392  57 White        Married      T1      N1        IIA
## 3393  59 White        Married      T3      N3       IIIC
## 3394  61 Other        Married      T2      N3       IIIC
## 3395  58 White        Single       T4      N2       IIIB
## 3396  48 Other        Married      T1      N1        IIA
## 3397  48 White        Married      T1      N1        IIA
## 3398  50 Black        Married      T2      N1        IIB
## 3399  48 White        Single       T2      N2       IIIA
## 3400  67 White        Married      T3      N2       IIIA
## 3401  51 White        Married      T1      N1        IIA
## 3402  50 White        Single       T2      N3       IIIC
## 3403  69 White        Married      T1      N1        IIA
## 3404  63 White        Married      T1      N3       IIIC
## 3405  52 White        Single       T2      N2       IIIA
## 3406  57 White        Married      T1      N1        IIA
## 3407  46 White        Married      T1      N1        IIA
## 3408  63 White        Married      T2      N1        IIB
## 3409  68 White        Widowed      T1      N1        IIA
## 3410  62 White        Widowed      T2      N1        IIB
## 3411  38 White        Married      T2      N2       IIIA
## 3412  58 White        Married      T1      N1        IIA
## 3413  48 Black        Married      T2      N1        IIB
## 3414  49 Black        Single       T2      N1        IIB
## 3415  41 White        Married      T2      N1        IIB
## 3416  62 White        Married      T2      N1        IIB
## 3417  46 White        Married      T2      N1        IIB
## 3418  66 White       Divorced      T1      N1        IIA
## 3419  47 White        Married      T2      N2       IIIA
## 3420  51 White        Married      T2      N1        IIB
## 3421  53 White        Married      T2      N1        IIB
## 3422  65 White        Married      T1      N1        IIA
## 3423  53 White        Married      T1      N1        IIA
## 3424  57 White       Divorced      T2      N1        IIB
## 3425  53 White        Married      T1      N1        IIA
## 3426  49 White        Married      T2      N2       IIIA
## 3427  67 White        Married      T2      N1        IIB
## 3428  51 White        Married      T1      N1        IIA
## 3429  55 White       Divorced      T1      N1        IIA
## 3430  55 White        Married      T2      N2       IIIA
## 3431  59 Other        Married      T2      N1        IIB
## 3432  65 White        Married      T2      N2       IIIA
## 3433  42 Other       Divorced      T2      N1        IIB
## 3434  50 White        Married      T2      N1        IIB
## 3435  52 White        Married      T3      N1       IIIA
## 3436  59 White        Married      T1      N1        IIA
## 3437  55 White        Married      T2      N1        IIB
## 3438  46 White        Married      T2      N1        IIB
## 3439  51 White        Single       T2      N2       IIIA
## 3440  47 White        Married      T4      N2       IIIB
## 3441  62 White        Married      T1      N1        IIA
## 3442  56 Other       Divorced      T2      N1        IIB
## 3443  63 White        Married      T2      N2       IIIA
## 3444  48 White        Married      T2      N1        IIB
## 3445  59 White        Married      T1      N1        IIA
## 3446  67 White        Married      T4      N1       IIIB
## 3447  35 Other        Married      T2      N3       IIIC
## 3448  55 White        Single       T1      N1        IIA
## 3449  59 Other        Married      T2      N2       IIIA
## 3450  61 White        Married      T2      N2       IIIA
## 3451  48 White        Married      T2      N1        IIB
## 3452  66 White        Married      T1      N1        IIA
## 3453  49 Other        Married      T2      N2       IIIA
## 3454  58 White        Widowed      T2      N1        IIB
## 3455  58 White        Single       T3      N2       IIIA
## 3456  55 Black        Single       T2      N2       IIIA
## 3457  57 Black        Widowed      T2      N2       IIIA
## 3458  60 White        Widowed      T2      N1        IIB
## 3459  54 Black        Widowed      T1      N3       IIIC
## 3460  35 Other        Married      T2      N2       IIIA
## 3461  69 White        Widowed      T2      N3       IIIC
## 3462  55 White        Married      T1      N1        IIA
## 3463  63 White       Divorced      T2      N1        IIB
## 3464  52 White       Divorced      T2      N2       IIIA
## 3465  49 White        Married      T2      N2       IIIA
## 3466  68 Other        Married      T1      N1        IIA
## 3467  48 White        Married      T1      N1        IIA
## 3468  61 White        Married      T2      N1        IIB
## 3469  68 White        Married      T1      N1        IIA
## 3470  43 White        Married      T2      N1        IIB
## 3471  62 White        Single       T2      N1        IIB
## 3472  57 White       Divorced      T2      N1        IIB
## 3473  65 White        Married      T2      N1        IIB
## 3474  66 White        Single       T1      N1        IIA
## 3475  58 Black        Widowed      T1      N2       IIIA
## 3476  49 White       Divorced      T2      N1        IIB
## 3477  62 White        Widowed      T3      N3       IIIC
## 3478  54 White        Single       T2      N1        IIB
## 3479  47 White        Married      T1      N1        IIA
## 3480  46 Other        Married      T2      N1        IIB
## 3481  52 Black        Married      T1      N1        IIA
## 3482  51 White        Married      T3      N2       IIIA
## 3483  60 White        Married      T2      N1        IIB
## 3484  59 White        Married      T1      N1        IIA
## 3485  64 White        Married      T1      N1        IIA
## 3486  46 White        Married      T1      N1        IIA
## 3487  59 White        Married      T1      N1        IIA
## 3488  56 White        Married      T1      N1        IIA
## 3489  68 Other        Married      T1      N2       IIIA
## 3490  65 White        Married      T1      N1        IIA
## 3491  53 White        Married      T2      N1        IIB
## 3492  66 White        Married      T1      N2       IIIA
## 3493  41 White        Married      T2      N1        IIB
## 3494  53 White       Divorced      T1      N2       IIIA
## 3495  63 Black        Married      T2      N2       IIIA
## 3496  65 White        Married      T2      N1        IIB
## 3497  50 White        Married      T1      N1        IIA
## 3498  62 Black        Married      T2      N3       IIIC
## 3499  52 White        Married      T1      N2       IIIA
## 3500  65 White       Divorced      T1      N1        IIA
## 3501  43 White        Married      T3      N2       IIIA
## 3502  63 White        Married      T2      N2       IIIA
## 3503  64 White        Married      T1      N1        IIA
## 3504  69 White       Divorced      T3      N1       IIIA
## 3505  65 White        Married      T2      N2       IIIA
## 3506  43 White        Married      T2      N2       IIIA
## 3507  66 White       Divorced      T1      N1        IIA
## 3508  48 Other        Married      T2      N1        IIB
## 3509  57 White       Divorced      T2      N1        IIB
## 3510  60 White       Divorced      T3      N2       IIIA
## 3511  59 White        Married      T2      N1        IIB
## 3512  59 White        Single       T3      N1       IIIA
## 3513  44 White        Married      T2      N1        IIB
## 3514  54 White        Married      T2      N2       IIIA
## 3515  55 White        Single       T1      N2       IIIA
## 3516  62 White        Married      T4      N3       IIIC
## 3517  65 White        Widowed      T1      N1        IIA
## 3518  55 White       Divorced      T2      N1        IIB
## 3519  63 White        Widowed      T2      N1        IIB
## 3520  41 White        Single       T2      N2       IIIA
## 3521  58 White        Married      T2      N3       IIIC
## 3522  68 White        Married      T2      N1        IIB
## 3523  54 White        Married      T1      N2       IIIA
## 3524  43 White        Married      T1      N1        IIA
## 3525  40 White       Divorced      T3      N2       IIIA
## 3526  62 White       Divorced      T2      N1        IIB
## 3527  49 White        Married      T2      N1        IIB
## 3528  54 White      Separated      T1      N2       IIIA
## 3529  66 White        Widowed      T1      N1        IIA
## 3530  47 White        Married      T2      N1        IIB
## 3531  52 White        Married      T2      N1        IIB
## 3532  56 White        Single       T1      N1        IIA
## 3533  50 White        Married      T2      N1        IIB
## 3534  57 White        Married      T2      N1        IIB
## 3535  45 White        Married      T2      N1        IIB
## 3536  69 White        Married      T2      N2       IIIA
## 3537  41 Other        Single       T2      N3       IIIC
## 3538  55 White        Widowed      T1      N1        IIA
## 3539  59 White       Divorced      T2      N3       IIIC
## 3540  67 White        Married      T1      N3       IIIC
## 3541  53 White        Married      T2      N1        IIB
## 3542  61 White        Married      T1      N1        IIA
## 3543  45 White        Married      T2      N1        IIB
## 3544  61 White        Married      T2      N2       IIIA
## 3545  69 White       Divorced      T2      N2       IIIA
## 3546  43 White        Married      T1      N1        IIA
## 3547  61 Other        Married      T1      N1        IIA
## 3548  51 Black        Single       T2      N1        IIB
## 3549  61 White        Married      T1      N2       IIIA
## 3550  57 White       Divorced      T1      N1        IIA
## 3551  58 Black        Married      T2      N1        IIB
## 3552  52 White        Single       T3      N1       IIIA
## 3553  43 White        Married      T1      N1        IIA
## 3554  63 White        Widowed      T1      N1        IIA
## 3555  65 White        Single       T4      N3       IIIC
## 3556  35 White        Married      T1      N1        IIA
## 3557  51 White        Married      T1      N1        IIA
## 3558  50 White        Married      T2      N1        IIB
## 3559  50 White        Married      T1      N1        IIA
## 3560  51 White        Single       T1      N1        IIA
## 3561  68 White        Married      T1      N1        IIA
## 3562  51 Other        Married      T1      N1        IIA
## 3563  38 White        Married      T1      N3       IIIC
## 3564  54 White        Married      T2      N1        IIB
## 3565  51 White        Married      T1      N1        IIA
## 3566  69 White        Married      T3      N2       IIIA
## 3567  62 White        Married      T1      N2       IIIA
## 3568  52 White        Married      T2      N2       IIIA
## 3569  59 White        Married      T2      N2       IIIA
## 3570  61 Other       Divorced      T2      N3       IIIC
## 3571  43 White        Single       T2      N1        IIB
## 3572  61 White       Divorced      T1      N1        IIA
## 3573  68 White        Married      T1      N1        IIA
## 3574  50 White        Married      T2      N1        IIB
## 3575  60 White        Single       T3      N2       IIIA
## 3576  47 White        Married      T3      N1       IIIA
## 3577  60 White        Married      T1      N1        IIA
## 3578  60 White        Married      T1      N1        IIA
## 3579  47 White       Divorced      T3      N2       IIIA
## 3580  65 Black        Single       T1      N1        IIA
## 3581  64 Black        Widowed      T2      N1        IIB
## 3582  45 Other        Married      T3      N1       IIIA
## 3583  57 White        Married      T4      N3       IIIC
## 3584  47 White        Single       T1      N1        IIA
## 3585  65 White       Divorced      T2      N1        IIB
## 3586  60 White        Married      T2      N1        IIB
## 3587  59 White       Divorced      T2      N1        IIB
## 3588  41 White        Married      T2      N1        IIB
## 3589  50 White        Single       T2      N2       IIIA
## 3590  64 Other        Married      T1      N1        IIA
## 3591  59 White        Married      T3      N2       IIIA
## 3592  58 White       Divorced      T4      N2       IIIB
## 3593  46 Black        Married      T2      N1        IIB
## 3594  69 White        Widowed      T1      N1        IIA
## 3595  60 White       Divorced      T3      N2       IIIA
## 3596  69 White        Widowed      T2      N1        IIB
## 3597  54 White        Married      T2      N1        IIB
## 3598  47 White        Married      T2      N1        IIB
## 3599  46 White        Married      T1      N1        IIA
## 3600  47 White       Divorced      T2      N1        IIB
## 3601  61 White       Divorced      T2      N1        IIB
## 3602  55 White        Married      T2      N3       IIIC
## 3603  49 White        Married      T2      N1        IIB
## 3604  49 White        Married      T1      N1        IIA
## 3605  51 White        Widowed      T2      N3       IIIC
## 3606  47 Other        Married      T2      N2       IIIA
## 3607  68 White        Single       T1      N1        IIA
## 3608  58 White       Divorced      T1      N1        IIA
## 3609  56 Black        Married      T1      N3       IIIC
## 3610  59 White       Divorced      T2      N1        IIB
## 3611  51 White        Single       T1      N1        IIA
## 3612  51 White        Married      T1      N1        IIA
## 3613  37 Black        Single       T1      N1        IIA
## 3614  67 White        Single       T1      N2       IIIA
## 3615  44 Other        Married      T2      N1        IIB
## 3616  68 White       Divorced      T1      N1        IIA
## 3617  57 White        Married      T3      N3       IIIC
## 3618  66 White        Married      T1      N1        IIA
## 3619  65 White       Divorced      T2      N1        IIB
## 3620  52 White        Married      T2      N2       IIIA
## 3621  47 White        Married      T3      N3       IIIC
## 3622  43 White        Single       T2      N2       IIIA
## 3623  53 White        Married      T1      N1        IIA
## 3624  56 Black        Single       T2      N2       IIIA
## 3625  49 White        Married      T2      N1        IIB
## 3626  46 White        Married      T1      N1        IIA
## 3627  41 White        Married      T1      N1        IIA
## 3628  38 Other        Single       T3      N1       IIIA
## 3629  54 Black        Married      T2      N1        IIB
## 3630  58 White       Divorced      T2      N1        IIB
## 3631  54 White        Married      T3      N2       IIIA
## 3632  44 White        Married      T2      N1        IIB
## 3633  59 White        Married      T2      N2       IIIA
## 3634  63 White        Married      T2      N1        IIB
## 3635  57 White       Divorced      T1      N1        IIA
## 3636  49 White       Divorced      T2      N1        IIB
## 3637  56 White       Divorced      T1      N2       IIIA
## 3638  41 White        Married      T2      N3       IIIC
## 3639  55 White        Married      T2      N1        IIB
## 3640  58 White        Married      T1      N1        IIA
## 3641  64 White        Married      T3      N1       IIIA
## 3642  44 White        Married      T3      N1       IIIA
## 3643  51 White        Widowed      T2      N1        IIB
## 3644  67 Black        Single       T1      N1        IIA
## 3645  57 White        Married      T1      N1        IIA
## 3646  54 White        Married      T2      N1        IIB
## 3647  55 White        Single       T4      N3       IIIC
## 3648  61 White        Married      T2      N1        IIB
## 3649  39 White        Married      T2      N1        IIB
## 3650  57 Black        Married      T3      N1       IIIA
## 3651  50 White        Single       T2      N1        IIB
## 3652  56 Black        Married      T2      N1        IIB
## 3653  42 White        Married      T1      N2       IIIA
## 3654  51 White        Married      T3      N2       IIIA
## 3655  46 White        Single       T2      N1        IIB
## 3656  42 White        Married      T2      N1        IIB
## 3657  38 Black        Married      T1      N1        IIA
## 3658  45 White        Married      T1      N1        IIA
## 3659  56 Other        Married      T2      N2       IIIA
## 3660  46 White        Married      T3      N2       IIIA
## 3661  61 White        Married      T2      N2       IIIA
## 3662  46 Other        Married      T3      N1       IIIA
## 3663  48 White        Married      T1      N1        IIA
## 3664  60 White        Married      T1      N3       IIIC
## 3665  66 White        Married      T2      N1        IIB
## 3666  49 Other        Married      T1      N1        IIA
## 3667  46 White        Married      T1      N1        IIA
## 3668  39 White        Single       T1      N1        IIA
## 3669  61 White        Married      T2      N1        IIB
## 3670  46 White        Married      T2      N2       IIIA
## 3671  52 White        Married      T1      N2       IIIA
## 3672  60 Other        Single       T4      N1       IIIB
## 3673  42 White        Married      T1      N1        IIA
## 3674  47 White        Married      T3      N1       IIIA
## 3675  42 White        Married      T2      N1        IIB
## 3676  43 White        Married      T2      N1        IIB
## 3677  63 White        Married      T1      N1        IIA
## 3678  55 White        Married      T1      N3       IIIC
## 3679  52 White        Married      T2      N3       IIIC
## 3680  40 White        Married      T1      N2       IIIA
## 3681  38 Other        Married      T1      N1        IIA
## 3682  33 Black        Single       T2      N2       IIIA
## 3683  59 White        Married      T2      N2       IIIA
## 3684  63 White        Married      T2      N2       IIIA
## 3685  44 White        Single       T2      N1        IIB
## 3686  58 White        Married      T1      N1        IIA
## 3687  69 Black       Divorced      T1      N3       IIIC
## 3688  57 White        Married      T2      N1        IIB
## 3689  50 White        Single       T2      N2       IIIA
## 3690  36 White        Single       T2      N1        IIB
## 3691  37 White        Single       T2      N1        IIB
## 3692  63 Black        Single       T2      N2       IIIA
## 3693  45 White        Single       T2      N1        IIB
## 3694  42 White        Married      T2      N2       IIIA
## 3695  40 White        Married      T2      N1        IIB
## 3696  45 White        Married      T1      N1        IIA
## 3697  54 White        Single       T1      N1        IIA
## 3698  55 White        Widowed      T1      N1        IIA
## 3699  47 Other      Separated      T2      N2       IIIA
## 3700  51 White       Divorced      T2      N3       IIIC
## 3701  63 White        Married      T1      N1        IIA
## 3702  65 White        Single       T2      N2       IIIA
## 3703  34 White        Single       T2      N2       IIIA
## 3704  47 White        Married      T2      N2       IIIA
## 3705  69 White        Married      T2      N2       IIIA
## 3706  66 White        Married      T2      N1        IIB
## 3707  41 White        Married      T2      N2       IIIA
## 3708  58 Black        Married      T3      N2       IIIA
## 3709  64 White        Widowed      T2      N3       IIIC
## 3710  53 White        Married      T1      N1        IIA
## 3711  43 Black        Married      T1      N1        IIA
## 3712  31 Black        Single       T2      N2       IIIA
## 3713  43 Other        Married      T2      N1        IIB
## 3714  54 White        Single       T4      N1       IIIB
## 3715  60 White       Divorced      T2      N2       IIIA
## 3716  59 White        Widowed      T2      N2       IIIA
## 3717  47 White        Single       T2      N1        IIB
## 3718  41 Black        Single       T2      N1        IIB
## 3719  69 White        Widowed      T1      N1        IIA
## 3720  48 White       Divorced      T1      N1        IIA
## 3721  40 Black        Single       T2      N1        IIB
## 3722  68 Black       Divorced      T2      N3       IIIC
## 3723  56 Black        Married      T1      N3       IIIC
## 3724  46 White        Married      T1      N1        IIA
## 3725  59 White       Divorced      T2      N3       IIIC
## 3726  46 Other        Married      T2      N1        IIB
## 3727  46 White       Divorced      T3      N3       IIIC
## 3728  57 White        Single       T3      N2       IIIA
## 3729  51 White        Single       T2      N2       IIIA
## 3730  55 White        Married      T1      N2       IIIA
## 3731  53 White        Married      T2      N2       IIIA
## 3732  64 Black        Single       T2      N1        IIB
## 3733  68 White        Married      T2      N1        IIB
## 3734  51 White        Married      T3      N1       IIIA
## 3735  36 White       Divorced      T3      N3       IIIC
## 3736  68 White        Single       T2      N1        IIB
## 3737  47 Black        Single       T2      N1        IIB
## 3738  40 Other        Married      T3      N1       IIIA
## 3739  65 White        Married      T1      N1        IIA
## 3740  64 White        Married      T3      N1       IIIA
## 3741  52 White        Married      T2      N1        IIB
## 3742  41 Other        Married      T2      N3       IIIC
## 3743  66 White        Married      T2      N1        IIB
## 3744  69 White        Widowed      T1      N1        IIA
## 3745  56 White        Married      T1      N1        IIA
## 3746  54 White      Separated      T4      N3       IIIC
## 3747  60 White        Married      T2      N2       IIIA
## 3748  49 White        Married      T2      N3       IIIC
## 3749  60 White       Divorced      T1      N1        IIA
## 3750  65 White        Married      T1      N1        IIA
## 3751  55 White        Married      T1      N1        IIA
## 3752  54 White        Married      T2      N1        IIB
## 3753  60 Other        Married      T3      N1       IIIA
## 3754  46 White        Married      T1      N1        IIA
## 3755  62 White        Single       T3      N2       IIIA
## 3756  49 White        Married      T2      N1        IIB
## 3757  52 White        Married      T1      N2       IIIA
## 3758  46 White        Single       T2      N1        IIB
## 3759  57 White        Married      T2      N2       IIIA
## 3760  50 White        Single       T1      N1        IIA
## 3761  68 White        Married      T1      N3       IIIC
## 3762  50 White        Married      T2      N2       IIIA
## 3763  50 White        Married      T2      N1        IIB
## 3764  48 Other        Single       T1      N2       IIIA
## 3765  48 White        Married      T1      N2       IIIA
## 3766  63 White        Married      T2      N3       IIIC
## 3767  67 White        Single       T2      N1        IIB
## 3768  56 White        Married      T1      N2       IIIA
## 3769  47 White        Single       T1      N1        IIA
## 3770  55 White        Married      T2      N2       IIIA
## 3771  40 White        Single       T3      N2       IIIA
## 3772  69 White        Married      T2      N3       IIIC
## 3773  41 Other        Married      T1      N1        IIA
## 3774  41 White        Married      T2      N1        IIB
## 3775  49 White       Divorced      T2      N1        IIB
## 3776  69 White       Divorced      T4      N2       IIIB
## 3777  54 White        Married      T2      N2       IIIA
## 3778  52 White        Married      T1      N1        IIA
## 3779  54 White        Married      T2      N1        IIB
## 3780  57 White        Married      T2      N1        IIB
## 3781  42 White        Married      T2      N1        IIB
## 3782  37 White        Married      T1      N1        IIA
## 3783  45 White        Married      T1      N1        IIA
## 3784  56 White        Married      T1      N1        IIA
## 3785  54 White        Married      T3      N1       IIIA
## 3786  55 White        Married      T2      N1        IIB
## 3787  57 White        Married      T1      N1        IIA
## 3788  51 White        Married      T1      N1        IIA
## 3789  48 White        Single       T2      N1        IIB
## 3790  58 White        Married      T1      N2       IIIA
## 3791  57 White        Married      T2      N1        IIB
## 3792  62 White        Married      T1      N1        IIA
## 3793  55 White        Single       T2      N3       IIIC
## 3794  60 White       Divorced      T2      N1        IIB
## 3795  65 White        Single       T1      N1        IIA
## 3796  66 White        Married      T1      N1        IIA
## 3797  60 White        Married      T2      N2       IIIA
## 3798  58 White        Married      T1      N1        IIA
## 3799  66 Other        Single       T2      N2       IIIA
## 3800  66 White        Married      T2      N1        IIB
## 3801  69 White        Married      T2      N1        IIB
## 3802  49 White        Single       T1      N1        IIA
## 3803  67 White        Married      T1      N2       IIIA
## 3804  53 White      Separated      T1      N1        IIA
## 3805  39 White        Single       T2      N1        IIB
## 3806  56 White        Married      T3      N1       IIIA
## 3807  62 White        Married      T1      N1        IIA
## 3808  47 White        Single       T1      N1        IIA
## 3809  37 White        Married      T2      N1        IIB
## 3810  56 White       Divorced      T4      N1       IIIB
## 3811  53 Black        Single       T1      N1        IIA
## 3812  53 Other        Married      T2      N1        IIB
## 3813  48 White        Married      T3      N3       IIIC
## 3814  54 Other        Married      T2      N1        IIB
## 3815  41 White        Married      T1      N1        IIA
## 3816  32 Other        Married      T1      N1        IIA
## 3817  44 White        Single       T2      N1        IIB
## 3818  46 White        Single       T2      N1        IIB
## 3819  47 White        Married      T2      N1        IIB
## 3820  58 White        Married      T2      N1        IIB
## 3821  63 White        Married      T1      N1        IIA
## 3822  67 White        Widowed      T3      N1       IIIA
## 3823  55 Other        Married      T2      N3       IIIC
## 3824  51 Other        Married      T1      N2       IIIA
## 3825  44 White        Married      T2      N1        IIB
## 3826  51 White        Single       T2      N2       IIIA
## 3827  63 White       Divorced      T1      N1        IIA
## 3828  66 White       Divorced      T3      N3       IIIC
## 3829  45 Black        Single       T2      N1        IIB
## 3830  63 White        Single       T3      N2       IIIA
## 3831  60 White        Married      T2      N2       IIIA
## 3832  50 White       Divorced      T2      N1        IIB
## 3833  67 White        Married      T1      N1        IIA
## 3834  56 White        Married      T2      N1        IIB
## 3835  52 White        Single       T2      N2       IIIA
## 3836  53 White        Married      T3      N1       IIIA
## 3837  57 White        Married      T2      N3       IIIC
## 3838  65 White        Married      T1      N1        IIA
## 3839  66 White        Married      T4      N3       IIIC
## 3840  47 White        Married      T3      N3       IIIC
## 3841  44 White        Widowed      T3      N3       IIIC
## 3842  62 White        Married      T1      N2       IIIA
## 3843  50 Other        Married      T1      N1        IIA
## 3844  68 White        Married      T1      N1        IIA
## 3845  47 White        Single       T1      N1        IIA
## 3846  52 White        Single       T4      N2       IIIB
## 3847  69 White        Married      T2      N1        IIB
## 3848  61 White        Married      T2      N1        IIB
## 3849  54 White       Divorced      T1      N1        IIA
## 3850  37 White        Single       T3      N1       IIIA
## 3851  58 White        Single       T2      N1        IIB
## 3852  58 White        Married      T2      N1        IIB
## 3853  40 Black        Married      T1      N3       IIIC
## 3854  66 White        Married      T2      N1        IIB
## 3855  69 White        Married      T1      N2       IIIA
## 3856  47 Other        Married      T2      N1        IIB
## 3857  44 White        Married      T3      N2       IIIA
## 3858  61 White       Divorced      T2      N1        IIB
## 3859  42 Other      Separated      T2      N1        IIB
## 3860  34 White        Married      T1      N1        IIA
## 3861  59 White        Married      T1      N2       IIIA
## 3862  55 White        Single       T2      N2       IIIA
## 3863  59 White       Divorced      T1      N2       IIIA
## 3864  51 White        Married      T1      N1        IIA
## 3865  49 White        Married      T2      N1        IIB
## 3866  68 White        Married      T1      N1        IIA
## 3867  62 White        Married      T2      N1        IIB
## 3868  56 Black       Divorced      T1      N1        IIA
## 3869  64 White        Married      T2      N3       IIIC
## 3870  44 White       Divorced      T1      N1        IIA
## 3871  45 White        Married      T2      N1        IIB
## 3872  35 White        Married      T3      N3       IIIC
## 3873  56 White        Married      T3      N2       IIIA
## 3874  50 White        Married      T1      N1        IIA
## 3875  45 White        Married      T2      N1        IIB
## 3876  61 White        Married      T2      N2       IIIA
## 3877  57 White        Single       T1      N1        IIA
## 3878  50 White        Married      T2      N1        IIB
## 3879  43 White       Divorced      T2      N1        IIB
## 3880  60 White        Married      T1      N1        IIA
## 3881  69 White        Widowed      T1      N3       IIIC
## 3882  40 White        Married      T2      N1        IIB
## 3883  69 White        Widowed      T2      N3       IIIC
## 3884  62 White        Married      T1      N1        IIA
## 3885  59 White        Married      T2      N1        IIB
## 3886  36 White        Married      T2      N1        IIB
## 3887  54 White        Married      T2      N1        IIB
## 3888  59 White        Married      T2      N3       IIIC
## 3889  65 White       Divorced      T3      N1       IIIA
## 3890  39 Black        Single       T2      N1        IIB
## 3891  65 Black        Widowed      T1      N1        IIA
## 3892  54 White        Single       T1      N1        IIA
## 3893  59 White        Married      T2      N1        IIB
## 3894  52 White        Married      T3      N3       IIIC
## 3895  50 White        Married      T2      N2       IIIA
## 3896  62 Other        Married      T2      N2       IIIA
## 3897  58 White        Married      T4      N2       IIIB
## 3898  53 White        Married      T2      N2       IIIA
## 3899  57 White        Married      T1      N3       IIIC
## 3900  59 White       Divorced      T1      N1        IIA
## 3901  55 White        Married      T1      N1        IIA
## 3902  49 White        Single       T2      N2       IIIA
## 3903  49 White        Married      T3      N1       IIIA
## 3904  54 White        Married      T2      N1        IIB
## 3905  53 White        Single       T1      N2       IIIA
## 3906  58 White        Married      T1      N1        IIA
## 3907  62 Black        Widowed      T2      N2       IIIA
## 3908  67 White        Married      T1      N2       IIIA
## 3909  61 White       Divorced      T3      N2       IIIA
## 3910  47 White        Married      T3      N1       IIIA
## 3911  48 White        Single       T3      N3       IIIC
## 3912  60 White        Married      T2      N1        IIB
## 3913  62 White        Married      T2      N2       IIIA
## 3914  50 White        Single       T2      N1        IIB
## 3915  51 White        Married      T2      N2       IIIA
## 3916  57 White        Married      T1      N3       IIIC
## 3917  64 White        Married      T1      N2       IIIA
## 3918  64 White        Widowed      T2      N2       IIIA
## 3919  62 White        Single       T1      N1        IIA
## 3920  49 White        Married      T2      N3       IIIC
## 3921  51 Other        Married      T2      N1        IIB
## 3922  68 White       Divorced      T1      N1        IIA
## 3923  51 White        Married      T2      N2       IIIA
## 3924  47 White        Married      T3      N3       IIIC
## 3925  40 White        Married      T1      N1        IIA
## 3926  66 White        Married      T3      N1       IIIA
## 3927  68 White        Married      T1      N1        IIA
## 3928  56 Other        Married      T2      N1        IIB
## 3929  46 White        Single       T2      N1        IIB
## 3930  68 White        Married      T1      N2       IIIA
## 3931  38 Black        Single       T3      N3       IIIC
## 3932  44 White        Single       T2      N2       IIIA
## 3933  46 White        Married      T2      N1        IIB
## 3934  56 White        Married      T2      N3       IIIC
## 3935  39 White        Married      T1      N1        IIA
## 3936  54 White        Married      T1      N1        IIA
## 3937  47 White        Married      T1      N1        IIA
## 3938  64 White        Married      T1      N1        IIA
## 3939  48 White        Widowed      T2      N1        IIB
## 3940  57 White      Separated      T1      N1        IIA
## 3941  53 White        Married      T2      N1        IIB
## 3942  41 Other        Single       T1      N1        IIA
## 3943  44 White        Married      T2      N3       IIIC
## 3944  54 White        Single       T2      N1        IIB
## 3945  57 White        Married      T1      N1        IIA
## 3946  39 Black        Married      T3      N2       IIIA
## 3947  64 White        Widowed      T1      N1        IIA
## 3948  59 Other        Married      T2      N1        IIB
## 3949  63 White        Married      T2      N1        IIB
## 3950  65 Black        Married      T2      N2       IIIA
## 3951  47 White        Married      T2      N3       IIIC
## 3952  41 White        Married      T1      N1        IIA
## 3953  61 Black        Single       T1      N1        IIA
## 3954  64 White        Married      T2      N1        IIB
## 3955  54 Black        Married      T1      N1        IIA
## 3956  48 White        Single       T2      N2       IIIA
## 3957  48 White        Single       T2      N1        IIB
## 3958  39 White        Married      T1      N1        IIA
## 3959  50 White        Single       T2      N1        IIB
## 3960  54 Other       Divorced      T2      N1        IIB
## 3961  58 Other        Single       T2      N3       IIIC
## 3962  56 White        Single       T2      N1        IIB
## 3963  62 White        Widowed      T2      N2       IIIA
## 3964  40 White        Married      T2      N1        IIB
## 3965  54 White        Widowed      T1      N1        IIA
## 3966  47 White        Married      T3      N2       IIIA
## 3967  67 White        Widowed      T2      N2       IIIA
## 3968  48 White        Single       T3      N3       IIIC
## 3969  68 White        Married      T2      N1        IIB
## 3970  66 Black        Widowed      T1      N1        IIA
## 3971  63 White        Single       T1      N1        IIA
## 3972  62 White        Married      T2      N1        IIB
## 3973  62 White       Divorced      T3      N1       IIIA
## 3974  57 White        Widowed      T1      N1        IIA
## 3975  66 White        Single       T4      N3       IIIC
## 3976  68 White        Married      T2      N2       IIIA
## 3977  55 White        Married      T3      N1       IIIA
## 3978  66 White        Widowed      T1      N2       IIIA
## 3979  67 White        Married      T1      N1        IIA
## 3980  55 White        Married      T2      N2       IIIA
## 3981  49 White       Divorced      T3      N1       IIIA
## 3982  38 White        Married      T3      N1       IIIA
## 3983  52 White        Married      T3      N3       IIIC
## 3984  65 White        Single       T2      N1        IIB
## 3985  61 White        Married      T1      N1        IIA
## 3986  51 White        Married      T4      N3       IIIC
## 3987  55 White        Single       T2      N1        IIB
## 3988  54 White        Married      T1      N1        IIA
## 3989  61 White        Single       T2      N1        IIB
## 3990  39 Other        Married      T2      N1        IIB
## 3991  61 White        Married      T2      N1        IIB
## 3992  51 White        Married      T3      N3       IIIC
## 3993  42 Black        Married      T2      N3       IIIC
## 3994  57 White        Married      T1      N1        IIA
## 3995  51 White        Single       T1      N1        IIA
## 3996  62 White        Single       T2      N3       IIIC
## 3997  69 White        Married      T1      N2       IIIA
## 3998  35 Other        Married      T1      N1        IIA
## 3999  68 White       Divorced      T1      N1        IIA
## 4000  53 White        Married      T2      N2       IIIA
## 4001  31 White       Divorced      T2      N1        IIB
## 4002  55 White        Married      T2      N1        IIB
## 4003  57 White       Divorced      T1      N1        IIA
## 4004  66 White       Divorced      T1      N2       IIIA
## 4005  58 White        Married      T2      N2       IIIA
## 4006  68 White        Married      T2      N1        IIB
## 4007  41 Other        Married      T2      N1        IIB
## 4008  44 White        Single       T4      N1       IIIB
## 4009  60 White        Single       T1      N1        IIA
## 4010  53 White       Divorced      T3      N1       IIIA
## 4011  59 Black        Single       T2      N1        IIB
## 4012  62 White        Widowed      T2      N2       IIIA
## 4013  51 White        Married      T3      N3       IIIC
## 4014  68 White        Married      T1      N1        IIA
## 4015  40 White        Married      T3      N1       IIIA
## 4016  65 White        Married      T2      N2       IIIA
## 4017  54 White        Married      T2      N1        IIB
## 4018  46 White        Married      T2      N1        IIB
## 4019  64 White        Married      T1      N1        IIA
## 4020  62 Other        Married      T1      N1        IIA
## 4021  56 White       Divorced      T2      N2       IIIA
## 4022  68 White        Married      T2      N1        IIB
## 4023  58 Black       Divorced      T2      N1        IIB
## 4024  46 White        Married      T2      N1        IIB
##                  differentiate                 Grade  A.Stage Tumor.Size
## 1        Poorly differentiated                     3 Regional          4
## 2    Moderately differentiated                     2 Regional         35
## 3    Moderately differentiated                     2 Regional         63
## 4        Poorly differentiated                     3 Regional         18
## 5        Poorly differentiated                     3 Regional         41
## 6    Moderately differentiated                     2 Regional         20
## 7          Well differentiated                     1 Regional          8
## 8    Moderately differentiated                     2 Regional         30
## 9        Poorly differentiated                     3 Regional        103
## 10         Well differentiated                     1  Distant         32
## 11   Moderately differentiated                     2 Regional         13
## 12       Poorly differentiated                     3 Regional         59
## 13       Poorly differentiated                     3 Regional         35
## 14       Poorly differentiated                     3 Regional         15
## 15   Moderately differentiated                     2 Regional         35
## 16   Moderately differentiated                     2 Regional         19
## 17   Moderately differentiated                     2 Regional         46
## 18   Moderately differentiated                     2 Regional         24
## 19   Moderately differentiated                     2 Regional         25
## 20   Moderately differentiated                     2 Regional         29
## 21         Well differentiated                     1 Regional         30
## 22   Moderately differentiated                     2 Regional         40
## 23       Poorly differentiated                     3 Regional         29
## 24       Poorly differentiated                     3 Regional         70
## 25       Poorly differentiated                     3 Regional         20
## 26   Moderately differentiated                     2 Regional         22
## 27       Poorly differentiated                     3 Regional         50
## 28         Well differentiated                     1 Regional         17
## 29         Well differentiated                     1 Regional         25
## 30       Poorly differentiated                     3 Regional         21
## 31         Well differentiated                     1 Regional         40
## 32   Moderately differentiated                     2 Regional         15
## 33   Moderately differentiated                     2 Regional         15
## 34   Moderately differentiated                     2 Regional         20
## 35   Moderately differentiated                     2 Regional         30
## 36         Well differentiated                     1 Regional         10
## 37   Moderately differentiated                     2 Regional         27
## 38   Moderately differentiated                     2 Regional         18
## 39   Moderately differentiated                     2 Regional         35
## 40   Moderately differentiated                     2 Regional         23
## 41   Moderately differentiated                     2 Regional         70
## 42   Moderately differentiated                     2 Regional         17
## 43   Moderately differentiated                     2 Regional         21
## 44       Poorly differentiated                     3 Regional         23
## 45   Moderately differentiated                     2 Regional          5
## 46   Moderately differentiated                     2 Regional         51
## 47   Moderately differentiated                     2 Regional          9
## 48   Moderately differentiated                     2 Regional         15
## 49   Moderately differentiated                     2 Regional         32
## 50   Moderately differentiated                     2 Regional          5
## 51   Moderately differentiated                     2 Regional         23
## 52   Moderately differentiated                     2 Regional         55
## 53       Poorly differentiated                     3 Regional        120
## 54         Well differentiated                     1 Regional         77
## 55   Moderately differentiated                     2 Regional          2
## 56   Moderately differentiated                     2 Regional         11
## 57   Moderately differentiated                     2 Regional         25
## 58   Moderately differentiated                     2 Regional         18
## 59   Moderately differentiated                     2 Regional         15
## 60   Moderately differentiated                     2 Regional         12
## 61   Moderately differentiated                     2 Regional         18
## 62   Moderately differentiated                     2 Regional         17
## 63   Moderately differentiated                     2 Regional         26
## 64   Moderately differentiated                     2 Regional         75
## 65   Moderately differentiated                     2 Regional         13
## 66       Poorly differentiated                     3 Regional         15
## 67       Poorly differentiated                     3 Regional         70
## 68       Poorly differentiated                     3 Regional         15
## 69       Poorly differentiated                     3 Regional         15
## 70   Moderately differentiated                     2 Regional         17
## 71       Poorly differentiated                     3 Regional        130
## 72       Poorly differentiated                     3 Regional         34
## 73       Poorly differentiated                     3 Regional         30
## 74   Moderately differentiated                     2 Regional         10
## 75   Moderately differentiated                     2 Regional         22
## 76   Moderately differentiated                     2 Regional         55
## 77   Moderately differentiated                     2 Regional         25
## 78   Moderately differentiated                     2 Regional         50
## 79         Well differentiated                     1 Regional         50
## 80   Moderately differentiated                     2 Regional         15
## 81       Poorly differentiated                     3 Regional         30
## 82   Moderately differentiated                     2 Regional         20
## 83   Moderately differentiated                     2 Regional         22
## 84   Moderately differentiated                     2 Regional         15
## 85         Well differentiated                     1 Regional         15
## 86       Poorly differentiated                     3 Regional         40
## 87   Moderately differentiated                     2 Regional        120
## 88   Moderately differentiated                     2 Regional         80
## 89   Moderately differentiated                     2 Regional         17
## 90         Well differentiated                     1 Regional          3
## 91       Poorly differentiated                     3 Regional         60
## 92   Moderately differentiated                     2 Regional         14
## 93         Well differentiated                     1 Regional         26
## 94       Poorly differentiated                     3 Regional         25
## 95   Moderately differentiated                     2 Regional         12
## 96         Well differentiated                     1 Regional         25
## 97   Moderately differentiated                     2 Regional         30
## 98   Moderately differentiated                     2 Regional         25
## 99       Poorly differentiated                     3 Regional         24
## 100        Well differentiated                     1 Regional         27
## 101  Moderately differentiated                     2 Regional         70
## 102      Poorly differentiated                     3 Regional         16
## 103  Moderately differentiated                     2 Regional         45
## 104      Poorly differentiated                     3 Regional         27
## 105  Moderately differentiated                     2 Regional         23
## 106  Moderately differentiated                     2 Regional         25
## 107      Poorly differentiated                     3 Regional         40
## 108  Moderately differentiated                     2 Regional         20
## 109  Moderately differentiated                     2 Regional         21
## 110  Moderately differentiated                     2 Regional         36
## 111  Moderately differentiated                     2 Regional         14
## 112        Well differentiated                     1 Regional         51
## 113  Moderately differentiated                     2 Regional         50
## 114      Poorly differentiated                     3 Regional         45
## 115  Moderately differentiated                     2 Regional         51
## 116  Moderately differentiated                     2 Regional         19
## 117  Moderately differentiated                     2 Regional         76
## 118      Poorly differentiated                     3 Regional         20
## 119      Poorly differentiated                     3 Regional         35
## 120      Poorly differentiated                     3 Regional         27
## 121        Well differentiated                     1 Regional         35
## 122      Poorly differentiated                     3 Regional         35
## 123  Moderately differentiated                     2 Regional         50
## 124      Poorly differentiated                     3 Regional         38
## 125        Well differentiated                     1 Regional         15
## 126  Moderately differentiated                     2 Regional         17
## 127  Moderately differentiated                     2 Regional         25
## 128      Poorly differentiated                     3 Regional         19
## 129      Poorly differentiated                     3 Regional         15
## 130  Moderately differentiated                     2 Regional         18
## 131  Moderately differentiated                     2 Regional         11
## 132      Poorly differentiated                     3 Regional         45
## 133  Moderately differentiated                     2 Regional         12
## 134  Moderately differentiated                     2 Regional         20
## 135      Poorly differentiated                     3 Regional         45
## 136  Moderately differentiated                     2 Regional         18
## 137        Well differentiated                     1 Regional         25
## 138        Well differentiated                     1 Regional         21
## 139  Moderately differentiated                     2  Distant         49
## 140      Poorly differentiated                     3 Regional         70
## 141        Well differentiated                     1 Regional          7
## 142  Moderately differentiated                     2 Regional         19
## 143  Moderately differentiated                     2 Regional         17
## 144  Moderately differentiated                     2 Regional         38
## 145  Moderately differentiated                     2 Regional         34
## 146  Moderately differentiated                     2 Regional         30
## 147        Well differentiated                     1 Regional          4
## 148      Poorly differentiated                     3 Regional         72
## 149  Moderately differentiated                     2 Regional         18
## 150  Moderately differentiated                     2 Regional         25
## 151      Poorly differentiated                     3 Regional          9
## 152  Moderately differentiated                     2 Regional         21
## 153  Moderately differentiated                     2 Regional         20
## 154  Moderately differentiated                     2 Regional         15
## 155      Poorly differentiated                     3 Regional         18
## 156  Moderately differentiated                     2 Regional        100
## 157      Poorly differentiated                     3 Regional         17
## 158  Moderately differentiated                     2 Regional          7
## 159  Moderately differentiated                     2 Regional         24
## 160      Poorly differentiated                     3 Regional         43
## 161  Moderately differentiated                     2 Regional         30
## 162  Moderately differentiated                     2 Regional          7
## 163      Poorly differentiated                     3 Regional         18
## 164      Poorly differentiated                     3 Regional         12
## 165  Moderately differentiated                     2 Regional         25
## 166  Moderately differentiated                     2 Regional         62
## 167  Moderately differentiated                     2 Regional         20
## 168  Moderately differentiated                     2  Distant         70
## 169  Moderately differentiated                     2 Regional         37
## 170  Moderately differentiated                     2 Regional         13
## 171  Moderately differentiated                     2 Regional         40
## 172      Poorly differentiated                     3 Regional         70
## 173      Poorly differentiated                     3 Regional         12
## 174        Well differentiated                     1 Regional          9
## 175  Moderately differentiated                     2 Regional         10
## 176  Moderately differentiated                     2 Regional         55
## 177  Moderately differentiated                     2 Regional         18
## 178  Moderately differentiated                     2 Regional         15
## 179  Moderately differentiated                     2 Regional         25
## 180      Poorly differentiated                     3 Regional         50
## 181        Well differentiated                     1 Regional         10
## 182  Moderately differentiated                     2 Regional         30
## 183  Moderately differentiated                     2 Regional         13
## 184        Well differentiated                     1 Regional         40
## 185      Poorly differentiated                     3 Regional        100
## 186  Moderately differentiated                     2 Regional         25
## 187  Moderately differentiated                     2 Regional         68
## 188  Moderately differentiated                     2 Regional         25
## 189  Moderately differentiated                     2 Regional         23
## 190  Moderately differentiated                     2 Regional         15
## 191  Moderately differentiated                     2 Regional         22
## 192  Moderately differentiated                     2 Regional          7
## 193      Poorly differentiated                     3 Regional         16
## 194  Moderately differentiated                     2 Regional         24
## 195  Moderately differentiated                     2  Distant         75
## 196        Well differentiated                     1 Regional         11
## 197      Poorly differentiated                     3 Regional         35
## 198      Poorly differentiated                     3 Regional         60
## 199      Poorly differentiated                     3 Regional         30
## 200      Poorly differentiated                     3 Regional         25
## 201      Poorly differentiated                     3 Regional         25
## 202  Moderately differentiated                     2 Regional         25
## 203  Moderately differentiated                     2 Regional         12
## 204      Poorly differentiated                     3 Regional         25
## 205        Well differentiated                     1 Regional         17
## 206  Moderately differentiated                     2 Regional         11
## 207  Moderately differentiated                     2 Regional         32
## 208        Well differentiated                     1 Regional         21
## 209  Moderately differentiated                     2 Regional         25
## 210      Poorly differentiated                     3 Regional         19
## 211  Moderately differentiated                     2 Regional         75
## 212  Moderately differentiated                     2 Regional         52
## 213        Well differentiated                     1 Regional          9
## 214  Moderately differentiated                     2 Regional         17
## 215  Moderately differentiated                     2 Regional         35
## 216      Poorly differentiated                     3 Regional         85
## 217      Poorly differentiated                     3 Regional         50
## 218      Poorly differentiated                     3 Regional         51
## 219      Poorly differentiated                     3 Regional         18
## 220      Poorly differentiated                     3  Distant         75
## 221      Poorly differentiated                     3 Regional         72
## 222  Moderately differentiated                     2 Regional         35
## 223  Moderately differentiated                     2 Regional         12
## 224  Moderately differentiated                     2 Regional         23
## 225      Poorly differentiated                     3 Regional         16
## 226      Poorly differentiated                     3 Regional         16
## 227  Moderately differentiated                     2 Regional         57
## 228      Poorly differentiated                     3 Regional         50
## 229  Moderately differentiated                     2 Regional         17
## 230  Moderately differentiated                     2 Regional         32
## 231  Moderately differentiated                     2 Regional         21
## 232  Moderately differentiated                     2 Regional         11
## 233  Moderately differentiated                     2 Regional         40
## 234      Poorly differentiated                     3 Regional         15
## 235  Moderately differentiated                     2 Regional         17
## 236  Moderately differentiated                     2 Regional         14
## 237  Moderately differentiated                     2  Distant         60
## 238      Poorly differentiated                     3 Regional         55
## 239      Poorly differentiated                     3  Distant        120
## 240  Moderately differentiated                     2 Regional         11
## 241      Poorly differentiated                     3 Regional         39
## 242  Moderately differentiated                     2 Regional         23
## 243      Poorly differentiated                     3 Regional         28
## 244  Moderately differentiated                     2  Distant         37
## 245      Poorly differentiated                     3 Regional         40
## 246      Poorly differentiated                     3 Regional          9
## 247        Well differentiated                     1 Regional          8
## 248      Poorly differentiated                     3 Regional         28
## 249  Moderately differentiated                     2 Regional         15
## 250  Moderately differentiated                     2 Regional         17
## 251  Moderately differentiated                     2 Regional         50
## 252  Moderately differentiated                     2 Regional         48
## 253        Well differentiated                     1 Regional         30
## 254      Poorly differentiated                     3 Regional         68
## 255  Moderately differentiated                     2 Regional        110
## 256      Poorly differentiated                     3 Regional         23
## 257      Poorly differentiated                     3 Regional         12
## 258  Moderately differentiated                     2 Regional         13
## 259        Well differentiated                     1 Regional         40
## 260  Moderately differentiated                     2 Regional         30
## 261  Moderately differentiated                     2 Regional          9
## 262  Moderately differentiated                     2 Regional         22
## 263        Well differentiated                     1 Regional         30
## 264  Moderately differentiated                     2 Regional         12
## 265        Well differentiated                     1 Regional         10
## 266        Well differentiated                     1 Regional         25
## 267  Moderately differentiated                     2 Regional         16
## 268  Moderately differentiated                     2 Regional         65
## 269        Well differentiated                     1 Regional         22
## 270  Moderately differentiated                     2 Regional         17
## 271  Moderately differentiated                     2  Distant         60
## 272        Well differentiated                     1 Regional         22
## 273  Moderately differentiated                     2 Regional         35
## 274  Moderately differentiated                     2 Regional         18
## 275      Poorly differentiated                     3 Regional         34
## 276      Poorly differentiated                     3 Regional          6
## 277        Well differentiated                     1 Regional        105
## 278           Undifferentiated  anaplastic; Grade IV Regional        100
## 279        Well differentiated                     1 Regional         20
## 280  Moderately differentiated                     2 Regional         57
## 281        Well differentiated                     1 Regional         10
## 282        Well differentiated                     1 Regional         17
## 283      Poorly differentiated                     3 Regional         25
## 284  Moderately differentiated                     2 Regional         21
## 285  Moderately differentiated                     2 Regional         45
## 286  Moderately differentiated                     2 Regional         50
## 287  Moderately differentiated                     2 Regional         35
## 288      Poorly differentiated                     3 Regional         38
## 289  Moderately differentiated                     2 Regional         16
## 290      Poorly differentiated                     3 Regional        140
## 291      Poorly differentiated                     3 Regional         25
## 292  Moderately differentiated                     2 Regional         18
## 293  Moderately differentiated                     2 Regional         18
## 294      Poorly differentiated                     3 Regional         34
## 295  Moderately differentiated                     2  Distant         65
## 296  Moderately differentiated                     2 Regional         13
## 297  Moderately differentiated                     2 Regional         20
## 298      Poorly differentiated                     3 Regional         29
## 299        Well differentiated                     1 Regional         10
## 300  Moderately differentiated                     2 Regional         62
## 301  Moderately differentiated                     2 Regional         50
## 302  Moderately differentiated                     2 Regional         29
## 303  Moderately differentiated                     2 Regional         15
## 304      Poorly differentiated                     3 Regional         15
## 305        Well differentiated                     1 Regional         42
## 306      Poorly differentiated                     3 Regional        130
## 307  Moderately differentiated                     2 Regional         21
## 308  Moderately differentiated                     2 Regional         51
## 309  Moderately differentiated                     2 Regional         30
## 310  Moderately differentiated                     2 Regional         35
## 311  Moderately differentiated                     2 Regional         31
## 312  Moderately differentiated                     2 Regional         14
## 313        Well differentiated                     1 Regional         15
## 314  Moderately differentiated                     2 Regional         60
## 315      Poorly differentiated                     3 Regional         20
## 316  Moderately differentiated                     2 Regional         22
## 317  Moderately differentiated                     2 Regional         80
## 318  Moderately differentiated                     2 Regional         15
## 319  Moderately differentiated                     2 Regional        100
## 320  Moderately differentiated                     2 Regional         30
## 321        Well differentiated                     1 Regional          8
## 322  Moderately differentiated                     2 Regional         15
## 323      Poorly differentiated                     3 Regional         80
## 324  Moderately differentiated                     2 Regional         30
## 325        Well differentiated                     1 Regional         25
## 326  Moderately differentiated                     2 Regional         24
## 327      Poorly differentiated                     3 Regional         35
## 328        Well differentiated                     1 Regional         12
## 329      Poorly differentiated                     3 Regional         45
## 330        Well differentiated                     1 Regional         25
## 331      Poorly differentiated                     3 Regional         35
## 332      Poorly differentiated                     3  Distant         28
## 333  Moderately differentiated                     2 Regional         17
## 334  Moderately differentiated                     2 Regional         15
## 335        Well differentiated                     1 Regional         32
## 336  Moderately differentiated                     2 Regional         15
## 337  Moderately differentiated                     2 Regional         60
## 338  Moderately differentiated                     2 Regional         90
## 339  Moderately differentiated                     2 Regional         11
## 340  Moderately differentiated                     2 Regional         37
## 341  Moderately differentiated                     2 Regional         21
## 342      Poorly differentiated                     3 Regional          2
## 343      Poorly differentiated                     3 Regional         70
## 344  Moderately differentiated                     2 Regional          8
## 345      Poorly differentiated                     3 Regional         22
## 346  Moderately differentiated                     2 Regional         40
## 347        Well differentiated                     1 Regional         13
## 348  Moderately differentiated                     2 Regional         32
## 349      Poorly differentiated                     3 Regional          5
## 350      Poorly differentiated                     3 Regional         18
## 351  Moderately differentiated                     2 Regional         52
## 352        Well differentiated                     1 Regional         31
## 353  Moderately differentiated                     2 Regional         14
## 354      Poorly differentiated                     3 Regional          7
## 355      Poorly differentiated                     3 Regional         12
## 356      Poorly differentiated                     3 Regional         21
## 357      Poorly differentiated                     3 Regional         20
## 358  Moderately differentiated                     2 Regional         26
## 359        Well differentiated                     1 Regional         16
## 360        Well differentiated                     1 Regional         15
## 361      Poorly differentiated                     3 Regional         25
## 362      Poorly differentiated                     3 Regional         20
## 363  Moderately differentiated                     2 Regional         80
## 364  Moderately differentiated                     2 Regional         30
## 365      Poorly differentiated                     3 Regional         16
## 366      Poorly differentiated                     3 Regional         20
## 367        Well differentiated                     1 Regional         17
## 368  Moderately differentiated                     2 Regional        100
## 369      Poorly differentiated                     3 Regional         41
## 370      Poorly differentiated                     3 Regional         16
## 371  Moderately differentiated                     2 Regional         25
## 372  Moderately differentiated                     2  Distant        108
## 373  Moderately differentiated                     2 Regional         12
## 374        Well differentiated                     1 Regional         38
## 375  Moderately differentiated                     2 Regional         24
## 376      Poorly differentiated                     3 Regional         45
## 377  Moderately differentiated                     2 Regional         98
## 378  Moderately differentiated                     2 Regional         25
## 379      Poorly differentiated                     3 Regional         30
## 380  Moderately differentiated                     2 Regional         90
## 381      Poorly differentiated                     3 Regional         27
## 382  Moderately differentiated                     2 Regional         47
## 383  Moderately differentiated                     2 Regional         30
## 384  Moderately differentiated                     2 Regional         25
## 385      Poorly differentiated                     3 Regional         17
## 386  Moderately differentiated                     2 Regional         22
## 387      Poorly differentiated                     3 Regional         18
## 388  Moderately differentiated                     2 Regional         18
## 389  Moderately differentiated                     2 Regional         25
## 390  Moderately differentiated                     2 Regional         27
## 391      Poorly differentiated                     3 Regional         25
## 392  Moderately differentiated                     2 Regional         70
## 393      Poorly differentiated                     3 Regional         65
## 394  Moderately differentiated                     2 Regional         22
## 395      Poorly differentiated                     3 Regional         45
## 396  Moderately differentiated                     2 Regional         20
## 397  Moderately differentiated                     2 Regional         65
## 398        Well differentiated                     1 Regional         17
## 399      Poorly differentiated                     3 Regional         15
## 400  Moderately differentiated                     2 Regional         15
## 401  Moderately differentiated                     2 Regional         19
## 402        Well differentiated                     1 Regional         90
## 403  Moderately differentiated                     2 Regional         10
## 404  Moderately differentiated                     2 Regional         40
## 405      Poorly differentiated                     3 Regional         31
## 406  Moderately differentiated                     2 Regional         30
## 407  Moderately differentiated                     2 Regional         26
## 408      Poorly differentiated                     3 Regional         25
## 409  Moderately differentiated                     2 Regional         11
## 410  Moderately differentiated                     2 Regional         22
## 411      Poorly differentiated                     3 Regional         59
## 412  Moderately differentiated                     2 Regional         23
## 413  Moderately differentiated                     2 Regional         25
## 414      Poorly differentiated                     3 Regional         18
## 415  Moderately differentiated                     2 Regional         15
## 416        Well differentiated                     1 Regional         30
## 417      Poorly differentiated                     3 Regional         25
## 418  Moderately differentiated                     2 Regional         27
## 419        Well differentiated                     1 Regional         25
## 420  Moderately differentiated                     2 Regional         24
## 421      Poorly differentiated                     3 Regional         24
## 422      Poorly differentiated                     3 Regional         20
## 423  Moderately differentiated                     2 Regional         10
## 424        Well differentiated                     1 Regional          7
## 425  Moderately differentiated                     2 Regional         42
## 426  Moderately differentiated                     2 Regional         54
## 427        Well differentiated                     1 Regional         75
## 428  Moderately differentiated                     2 Regional         15
## 429      Poorly differentiated                     3 Regional         22
## 430  Moderately differentiated                     2 Regional         20
## 431  Moderately differentiated                     2 Regional         65
## 432      Poorly differentiated                     3 Regional         61
## 433  Moderately differentiated                     2 Regional         27
## 434        Well differentiated                     1 Regional         16
## 435  Moderately differentiated                     2 Regional         35
## 436      Poorly differentiated                     3 Regional         55
## 437  Moderately differentiated                     2 Regional         17
## 438  Moderately differentiated                     2 Regional          8
## 439  Moderately differentiated                     2 Regional         25
## 440  Moderately differentiated                     2 Regional         10
## 441  Moderately differentiated                     2 Regional         26
## 442  Moderately differentiated                     2 Regional        120
## 443      Poorly differentiated                     3 Regional          7
## 444  Moderately differentiated                     2 Regional         18
## 445      Poorly differentiated                     3 Regional         30
## 446  Moderately differentiated                     2 Regional         70
## 447  Moderately differentiated                     2 Regional         20
## 448        Well differentiated                     1 Regional         80
## 449  Moderately differentiated                     2 Regional         30
## 450      Poorly differentiated                     3 Regional         45
## 451        Well differentiated                     1 Regional         25
## 452  Moderately differentiated                     2 Regional          6
## 453  Moderately differentiated                     2 Regional         21
## 454  Moderately differentiated                     2 Regional         11
## 455      Poorly differentiated                     3 Regional         18
## 456      Poorly differentiated                     3 Regional         40
## 457  Moderately differentiated                     2 Regional         20
## 458  Moderately differentiated                     2 Regional         12
## 459  Moderately differentiated                     2 Regional         16
## 460  Moderately differentiated                     2 Regional         10
## 461  Moderately differentiated                     2 Regional         20
## 462  Moderately differentiated                     2 Regional         20
## 463      Poorly differentiated                     3 Regional         25
## 464  Moderately differentiated                     2 Regional         17
## 465  Moderately differentiated                     2 Regional         22
## 466      Poorly differentiated                     3 Regional         20
## 467  Moderately differentiated                     2 Regional         20
## 468  Moderately differentiated                     2 Regional         30
## 469  Moderately differentiated                     2 Regional         13
## 470  Moderately differentiated                     2 Regional         15
## 471  Moderately differentiated                     2 Regional         36
## 472        Well differentiated                     1 Regional          8
## 473  Moderately differentiated                     2 Regional         10
## 474      Poorly differentiated                     3 Regional         35
## 475  Moderately differentiated                     2 Regional         70
## 476  Moderately differentiated                     2 Regional         35
## 477        Well differentiated                     1 Regional         74
## 478        Well differentiated                     1 Regional         16
## 479        Well differentiated                     1 Regional         70
## 480        Well differentiated                     1 Regional         21
## 481      Poorly differentiated                     3 Regional        100
## 482  Moderately differentiated                     2 Regional         70
## 483      Poorly differentiated                     3 Regional         12
## 484  Moderately differentiated                     2 Regional         80
## 485        Well differentiated                     1 Regional         25
## 486  Moderately differentiated                     2 Regional         19
## 487  Moderately differentiated                     2 Regional         25
## 488  Moderately differentiated                     2 Regional         16
## 489  Moderately differentiated                     2 Regional         60
## 490      Poorly differentiated                     3 Regional         15
## 491  Moderately differentiated                     2 Regional         20
## 492        Well differentiated                     1 Regional          9
## 493      Poorly differentiated                     3 Regional         16
## 494      Poorly differentiated                     3 Regional         60
## 495  Moderately differentiated                     2 Regional         15
## 496        Well differentiated                     1 Regional         12
## 497  Moderately differentiated                     2 Regional         17
## 498  Moderately differentiated                     2 Regional         25
## 499  Moderately differentiated                     2  Distant         18
## 500        Well differentiated                     1 Regional         15
## 501        Well differentiated                     1 Regional         45
## 502      Poorly differentiated                     3 Regional         70
## 503      Poorly differentiated                     3 Regional         10
## 504  Moderately differentiated                     2 Regional          9
## 505      Poorly differentiated                     3 Regional         12
## 506      Poorly differentiated                     3 Regional         15
## 507        Well differentiated                     1 Regional         18
## 508  Moderately differentiated                     2 Regional         12
## 509  Moderately differentiated                     2 Regional         16
## 510  Moderately differentiated                     2 Regional         15
## 511      Poorly differentiated                     3 Regional         30
## 512  Moderately differentiated                     2 Regional         20
## 513  Moderately differentiated                     2 Regional         21
## 514        Well differentiated                     1 Regional         10
## 515  Moderately differentiated                     2 Regional         35
## 516  Moderately differentiated                     2 Regional         22
## 517  Moderately differentiated                     2 Regional         33
## 518      Poorly differentiated                     3  Distant         60
## 519      Poorly differentiated                     3 Regional         13
## 520  Moderately differentiated                     2 Regional         21
## 521  Moderately differentiated                     2 Regional         13
## 522  Moderately differentiated                     2  Distant         39
## 523  Moderately differentiated                     2  Distant         29
## 524  Moderately differentiated                     2  Distant         35
## 525  Moderately differentiated                     2 Regional         18
## 526  Moderately differentiated                     2 Regional        100
## 527  Moderately differentiated                     2 Regional        130
## 528  Moderately differentiated                     2 Regional         21
## 529  Moderately differentiated                     2 Regional         26
## 530  Moderately differentiated                     2 Regional         50
## 531        Well differentiated                     1 Regional          8
## 532        Well differentiated                     1 Regional         16
## 533  Moderately differentiated                     2  Distant         16
## 534  Moderately differentiated                     2 Regional         15
## 535      Poorly differentiated                     3 Regional         28
## 536      Poorly differentiated                     3  Distant         23
## 537  Moderately differentiated                     2 Regional          1
## 538  Moderately differentiated                     2 Regional         23
## 539  Moderately differentiated                     2 Regional         21
## 540  Moderately differentiated                     2 Regional         19
## 541      Poorly differentiated                     3 Regional         87
## 542  Moderately differentiated                     2 Regional         33
## 543  Moderately differentiated                     2 Regional         15
## 544  Moderately differentiated                     2 Regional         13
## 545  Moderately differentiated                     2 Regional         15
## 546  Moderately differentiated                     2 Regional         25
## 547      Poorly differentiated                     3 Regional         60
## 548        Well differentiated                     1 Regional         30
## 549  Moderately differentiated                     2 Regional         18
## 550  Moderately differentiated                     2 Regional         20
## 551  Moderately differentiated                     2 Regional         55
## 552        Well differentiated                     1 Regional         60
## 553      Poorly differentiated                     3 Regional         11
## 554      Poorly differentiated                     3 Regional         11
## 555      Poorly differentiated                     3 Regional         40
## 556  Moderately differentiated                     2 Regional         16
## 557      Poorly differentiated                     3 Regional         55
## 558  Moderately differentiated                     2 Regional         36
## 559  Moderately differentiated                     2 Regional         16
## 560      Poorly differentiated                     3 Regional         25
## 561  Moderately differentiated                     2 Regional         30
## 562  Moderately differentiated                     2 Regional         19
## 563      Poorly differentiated                     3 Regional         30
## 564  Moderately differentiated                     2 Regional         55
## 565  Moderately differentiated                     2 Regional         80
## 566      Poorly differentiated                     3 Regional         50
## 567        Well differentiated                     1 Regional         14
## 568        Well differentiated                     1 Regional         10
## 569        Well differentiated                     1 Regional         30
## 570      Poorly differentiated                     3 Regional         60
## 571  Moderately differentiated                     2 Regional         24
## 572        Well differentiated                     1 Regional         32
## 573      Poorly differentiated                     3  Distant         42
## 574      Poorly differentiated                     3 Regional         35
## 575  Moderately differentiated                     2 Regional         26
## 576      Poorly differentiated                     3 Regional         30
## 577  Moderately differentiated                     2 Regional         31
## 578  Moderately differentiated                     2 Regional         11
## 579  Moderately differentiated                     2 Regional         26
## 580      Poorly differentiated                     3 Regional         18
## 581  Moderately differentiated                     2 Regional         43
## 582  Moderately differentiated                     2 Regional         20
## 583      Poorly differentiated                     3 Regional         35
## 584      Poorly differentiated                     3 Regional         13
## 585  Moderately differentiated                     2 Regional         14
## 586  Moderately differentiated                     2 Regional         81
## 587        Well differentiated                     1 Regional         10
## 588        Well differentiated                     1 Regional         10
## 589      Poorly differentiated                     3 Regional         20
## 590  Moderately differentiated                     2 Regional         30
## 591  Moderately differentiated                     2 Regional         22
## 592      Poorly differentiated                     3 Regional         20
## 593  Moderately differentiated                     2 Regional         28
## 594  Moderately differentiated                     2 Regional         80
## 595      Poorly differentiated                     3 Regional         37
## 596      Poorly differentiated                     3 Regional         35
## 597      Poorly differentiated                     3 Regional         12
## 598  Moderately differentiated                     2 Regional         19
## 599  Moderately differentiated                     2 Regional         20
## 600  Moderately differentiated                     2 Regional         22
## 601  Moderately differentiated                     2 Regional         14
## 602      Poorly differentiated                     3 Regional         32
## 603  Moderately differentiated                     2 Regional         80
## 604      Poorly differentiated                     3 Regional         21
## 605      Poorly differentiated                     3 Regional         25
## 606        Well differentiated                     1 Regional         21
## 607  Moderately differentiated                     2 Regional         15
## 608  Moderately differentiated                     2 Regional         28
## 609  Moderately differentiated                     2 Regional         18
## 610  Moderately differentiated                     2 Regional         27
## 611      Poorly differentiated                     3 Regional         30
## 612  Moderately differentiated                     2 Regional         25
## 613  Moderately differentiated                     2 Regional         35
## 614  Moderately differentiated                     2 Regional         12
## 615      Poorly differentiated                     3 Regional         30
## 616      Poorly differentiated                     3 Regional         29
## 617           Undifferentiated  anaplastic; Grade IV Regional         70
## 618        Well differentiated                     1 Regional         21
## 619           Undifferentiated  anaplastic; Grade IV Regional         60
## 620  Moderately differentiated                     2 Regional         25
## 621  Moderately differentiated                     2 Regional         20
## 622  Moderately differentiated                     2 Regional         22
## 623  Moderately differentiated                     2 Regional         12
## 624      Poorly differentiated                     3 Regional         48
## 625      Poorly differentiated                     3 Regional         31
## 626        Well differentiated                     1 Regional         27
## 627      Poorly differentiated                     3 Regional         18
## 628  Moderately differentiated                     2 Regional          1
## 629  Moderately differentiated                     2 Regional         40
## 630  Moderately differentiated                     2 Regional         26
## 631  Moderately differentiated                     2 Regional         80
## 632  Moderately differentiated                     2 Regional         20
## 633  Moderately differentiated                     2 Regional         27
## 634      Poorly differentiated                     3 Regional         20
## 635  Moderately differentiated                     2 Regional         30
## 636  Moderately differentiated                     2 Regional         25
## 637  Moderately differentiated                     2 Regional         22
## 638      Poorly differentiated                     3 Regional         63
## 639  Moderately differentiated                     2 Regional         10
## 640  Moderately differentiated                     2 Regional         10
## 641        Well differentiated                     1 Regional         40
## 642  Moderately differentiated                     2 Regional         10
## 643      Poorly differentiated                     3 Regional         40
## 644        Well differentiated                     1 Regional         20
## 645  Moderately differentiated                     2 Regional         30
## 646        Well differentiated                     1 Regional          6
## 647  Moderately differentiated                     2 Regional         22
## 648  Moderately differentiated                     2 Regional         22
## 649  Moderately differentiated                     2 Regional         15
## 650      Poorly differentiated                     3 Regional         40
## 651        Well differentiated                     1 Regional         45
## 652        Well differentiated                     1 Regional         13
## 653  Moderately differentiated                     2 Regional         25
## 654  Moderately differentiated                     2 Regional         11
## 655      Poorly differentiated                     3 Regional         58
## 656        Well differentiated                     1 Regional         30
## 657      Poorly differentiated                     3 Regional         23
## 658  Moderately differentiated                     2 Regional          9
## 659      Poorly differentiated                     3 Regional         32
## 660      Poorly differentiated                     3 Regional         35
## 661  Moderately differentiated                     2 Regional         15
## 662      Poorly differentiated                     3 Regional         15
## 663      Poorly differentiated                     3 Regional         21
## 664  Moderately differentiated                     2 Regional         51
## 665        Well differentiated                     1 Regional         15
## 666  Moderately differentiated                     2 Regional         60
## 667  Moderately differentiated                     2 Regional         20
## 668  Moderately differentiated                     2 Regional         51
## 669  Moderately differentiated                     2 Regional         25
## 670  Moderately differentiated                     2 Regional         30
## 671  Moderately differentiated                     2 Regional         11
## 672      Poorly differentiated                     3 Regional         40
## 673        Well differentiated                     1 Regional          5
## 674  Moderately differentiated                     2 Regional         35
## 675  Moderately differentiated                     2 Regional         38
## 676      Poorly differentiated                     3 Regional         30
## 677  Moderately differentiated                     2 Regional         25
## 678      Poorly differentiated                     3 Regional         25
## 679  Moderately differentiated                     2 Regional         27
## 680  Moderately differentiated                     2 Regional         25
## 681  Moderately differentiated                     2 Regional         18
## 682  Moderately differentiated                     2 Regional         40
## 683        Well differentiated                     1 Regional         40
## 684  Moderately differentiated                     2 Regional         15
## 685  Moderately differentiated                     2 Regional         20
## 686  Moderately differentiated                     2 Regional         23
## 687      Poorly differentiated                     3 Regional         34
## 688  Moderately differentiated                     2 Regional         16
## 689  Moderately differentiated                     2 Regional         18
## 690  Moderately differentiated                     2 Regional         50
## 691  Moderately differentiated                     2 Regional         45
## 692      Poorly differentiated                     3 Regional        100
## 693  Moderately differentiated                     2 Regional         18
## 694  Moderately differentiated                     2 Regional         23
## 695  Moderately differentiated                     2 Regional         25
## 696  Moderately differentiated                     2 Regional         32
## 697  Moderately differentiated                     2 Regional         30
## 698      Poorly differentiated                     3 Regional         30
## 699  Moderately differentiated                     2 Regional         30
## 700  Moderately differentiated                     2 Regional         18
## 701        Well differentiated                     1 Regional         24
## 702  Moderately differentiated                     2 Regional         70
## 703  Moderately differentiated                     2 Regional         28
## 704      Poorly differentiated                     3 Regional         20
## 705  Moderately differentiated                     2 Regional         35
## 706  Moderately differentiated                     2 Regional        117
## 707  Moderately differentiated                     2 Regional         10
## 708  Moderately differentiated                     2 Regional         70
## 709  Moderately differentiated                     2 Regional         35
## 710        Well differentiated                     1 Regional         11
## 711      Poorly differentiated                     3 Regional         27
## 712  Moderately differentiated                     2 Regional         12
## 713  Moderately differentiated                     2 Regional         26
## 714        Well differentiated                     1 Regional         76
## 715  Moderately differentiated                     2 Regional         32
## 716  Moderately differentiated                     2 Regional         18
## 717        Well differentiated                     1 Regional         23
## 718        Well differentiated                     1 Regional         10
## 719  Moderately differentiated                     2 Regional         18
## 720  Moderately differentiated                     2 Regional         23
## 721  Moderately differentiated                     2 Regional         25
## 722  Moderately differentiated                     2 Regional         32
## 723  Moderately differentiated                     2 Regional         18
## 724      Poorly differentiated                     3 Regional         17
## 725  Moderately differentiated                     2 Regional         52
## 726  Moderately differentiated                     2 Regional         27
## 727        Well differentiated                     1 Regional          7
## 728  Moderately differentiated                     2 Regional         70
## 729  Moderately differentiated                     2  Distant         26
## 730      Poorly differentiated                     3 Regional         55
## 731      Poorly differentiated                     3 Regional         20
## 732  Moderately differentiated                     2 Regional         15
## 733      Poorly differentiated                     3 Regional         20
## 734  Moderately differentiated                     2 Regional         20
## 735  Moderately differentiated                     2 Regional         61
## 736  Moderately differentiated                     2 Regional          8
## 737  Moderately differentiated                     2 Regional         15
## 738  Moderately differentiated                     2 Regional         12
## 739      Poorly differentiated                     3 Regional         40
## 740  Moderately differentiated                     2 Regional         25
## 741  Moderately differentiated                     2 Regional        140
## 742  Moderately differentiated                     2 Regional         12
## 743  Moderately differentiated                     2 Regional         21
## 744      Poorly differentiated                     3 Regional         23
## 745      Poorly differentiated                     3 Regional         20
## 746  Moderately differentiated                     2 Regional         17
## 747  Moderately differentiated                     2 Regional         65
## 748  Moderately differentiated                     2 Regional         80
## 749  Moderately differentiated                     2 Regional         19
## 750  Moderately differentiated                     2 Regional         12
## 751        Well differentiated                     1 Regional         11
## 752      Poorly differentiated                     3 Regional         40
## 753      Poorly differentiated                     3 Regional         26
## 754  Moderately differentiated                     2 Regional         30
## 755  Moderately differentiated                     2 Regional         50
## 756  Moderately differentiated                     2 Regional         44
## 757  Moderately differentiated                     2 Regional         21
## 758      Poorly differentiated                     3 Regional         35
## 759  Moderately differentiated                     2 Regional         22
## 760  Moderately differentiated                     2 Regional         55
## 761  Moderately differentiated                     2 Regional         17
## 762  Moderately differentiated                     2 Regional          1
## 763  Moderately differentiated                     2 Regional         23
## 764  Moderately differentiated                     2 Regional         25
## 765        Well differentiated                     1 Regional         14
## 766      Poorly differentiated                     3 Regional         25
## 767  Moderately differentiated                     2 Regional         35
## 768           Undifferentiated  anaplastic; Grade IV Regional         20
## 769      Poorly differentiated                     3 Regional         25
## 770  Moderately differentiated                     2 Regional         90
## 771  Moderately differentiated                     2 Regional         13
## 772  Moderately differentiated                     2 Regional         12
## 773  Moderately differentiated                     2 Regional         45
## 774  Moderately differentiated                     2 Regional         15
## 775  Moderately differentiated                     2 Regional         35
## 776  Moderately differentiated                     2 Regional         17
## 777  Moderately differentiated                     2 Regional         24
## 778        Well differentiated                     1 Regional         55
## 779      Poorly differentiated                     3 Regional         16
## 780  Moderately differentiated                     2 Regional         20
## 781  Moderately differentiated                     2 Regional         18
## 782  Moderately differentiated                     2 Regional         32
## 783      Poorly differentiated                     3 Regional         30
## 784  Moderately differentiated                     2 Regional         30
## 785      Poorly differentiated                     3 Regional         19
## 786      Poorly differentiated                     3 Regional         24
## 787  Moderately differentiated                     2  Distant         18
## 788  Moderately differentiated                     2 Regional         25
## 789        Well differentiated                     1 Regional         19
## 790  Moderately differentiated                     2 Regional         30
## 791  Moderately differentiated                     2 Regional         32
## 792  Moderately differentiated                     2 Regional         16
## 793  Moderately differentiated                     2 Regional          2
## 794  Moderately differentiated                     2 Regional         30
## 795  Moderately differentiated                     2 Regional         27
## 796  Moderately differentiated                     2 Regional         10
## 797  Moderately differentiated                     2 Regional         10
## 798  Moderately differentiated                     2 Regional         18
## 799  Moderately differentiated                     2 Regional         30
## 800  Moderately differentiated                     2 Regional         22
## 801  Moderately differentiated                     2 Regional         40
## 802      Poorly differentiated                     3 Regional         65
## 803  Moderately differentiated                     2 Regional         13
## 804        Well differentiated                     1 Regional          6
## 805      Poorly differentiated                     3 Regional         40
## 806  Moderately differentiated                     2 Regional         19
## 807      Poorly differentiated                     3 Regional         20
## 808  Moderately differentiated                     2 Regional         45
## 809  Moderately differentiated                     2 Regional         31
## 810      Poorly differentiated                     3 Regional         30
## 811      Poorly differentiated                     3 Regional         14
## 812      Poorly differentiated                     3 Regional         35
## 813        Well differentiated                     1 Regional         10
## 814      Poorly differentiated                     3 Regional         25
## 815  Moderately differentiated                     2 Regional         40
## 816      Poorly differentiated                     3 Regional         45
## 817        Well differentiated                     1 Regional         21
## 818  Moderately differentiated                     2 Regional         28
## 819  Moderately differentiated                     2 Regional          4
## 820  Moderately differentiated                     2 Regional         25
## 821  Moderately differentiated                     2 Regional         15
## 822  Moderately differentiated                     2 Regional         61
## 823  Moderately differentiated                     2 Regional         22
## 824      Poorly differentiated                     3 Regional         27
## 825  Moderately differentiated                     2 Regional         19
## 826  Moderately differentiated                     2 Regional         25
## 827  Moderately differentiated                     2 Regional          8
## 828  Moderately differentiated                     2 Regional         23
## 829        Well differentiated                     1 Regional         80
## 830  Moderately differentiated                     2 Regional          7
## 831  Moderately differentiated                     2 Regional         15
## 832      Poorly differentiated                     3 Regional         13
## 833  Moderately differentiated                     2 Regional         30
## 834  Moderately differentiated                     2 Regional         50
## 835  Moderately differentiated                     2 Regional         31
## 836  Moderately differentiated                     2 Regional         30
## 837  Moderately differentiated                     2 Regional         15
## 838  Moderately differentiated                     2 Regional         15
## 839  Moderately differentiated                     2 Regional         50
## 840  Moderately differentiated                     2 Regional         25
## 841  Moderately differentiated                     2 Regional         30
## 842      Poorly differentiated                     3 Regional         60
## 843        Well differentiated                     1 Regional         21
## 844  Moderately differentiated                     2 Regional         51
## 845  Moderately differentiated                     2 Regional         18
## 846      Poorly differentiated                     3  Distant         25
## 847      Poorly differentiated                     3 Regional         50
## 848      Poorly differentiated                     3 Regional          8
## 849  Moderately differentiated                     2 Regional         40
## 850        Well differentiated                     1 Regional         16
## 851      Poorly differentiated                     3 Regional         18
## 852  Moderately differentiated                     2 Regional         13
## 853  Moderately differentiated                     2 Regional         35
## 854      Poorly differentiated                     3 Regional         12
## 855  Moderately differentiated                     2 Regional         50
## 856      Poorly differentiated                     3 Regional         29
## 857  Moderately differentiated                     2 Regional         20
## 858  Moderately differentiated                     2 Regional          7
## 859        Well differentiated                     1 Regional         21
## 860      Poorly differentiated                     3 Regional         20
## 861        Well differentiated                     1 Regional         22
## 862      Poorly differentiated                     3 Regional         31
## 863      Poorly differentiated                     3 Regional         45
## 864  Moderately differentiated                     2 Regional         25
## 865  Moderately differentiated                     2 Regional         35
## 866      Poorly differentiated                     3  Distant         15
## 867  Moderately differentiated                     2 Regional         22
## 868  Moderately differentiated                     2 Regional         15
## 869      Poorly differentiated                     3 Regional         16
## 870  Moderately differentiated                     2 Regional         26
## 871  Moderately differentiated                     2 Regional         35
## 872  Moderately differentiated                     2 Regional         30
## 873      Poorly differentiated                     3 Regional         23
## 874  Moderately differentiated                     2 Regional         18
## 875      Poorly differentiated                     3 Regional        123
## 876  Moderately differentiated                     2 Regional         16
## 877  Moderately differentiated                     2 Regional         11
## 878  Moderately differentiated                     2 Regional         75
## 879      Poorly differentiated                     3 Regional         60
## 880  Moderately differentiated                     2 Regional         20
## 881  Moderately differentiated                     2 Regional         15
## 882  Moderately differentiated                     2 Regional         27
## 883  Moderately differentiated                     2 Regional          9
## 884      Poorly differentiated                     3 Regional         60
## 885        Well differentiated                     1 Regional          7
## 886      Poorly differentiated                     3 Regional         19
## 887  Moderately differentiated                     2 Regional         15
## 888      Poorly differentiated                     3  Distant         40
## 889  Moderately differentiated                     2 Regional         19
## 890      Poorly differentiated                     3 Regional        130
## 891  Moderately differentiated                     2 Regional         30
## 892  Moderately differentiated                     2 Regional         70
## 893      Poorly differentiated                     3 Regional         24
## 894  Moderately differentiated                     2 Regional        110
## 895        Well differentiated                     1 Regional        133
## 896        Well differentiated                     1 Regional         22
## 897      Poorly differentiated                     3 Regional         55
## 898      Poorly differentiated                     3 Regional         95
## 899  Moderately differentiated                     2 Regional         25
## 900  Moderately differentiated                     2 Regional         13
## 901  Moderately differentiated                     2 Regional         12
## 902  Moderately differentiated                     2 Regional         17
## 903        Well differentiated                     1 Regional         10
## 904      Poorly differentiated                     3 Regional         70
## 905  Moderately differentiated                     2 Regional         30
## 906  Moderately differentiated                     2 Regional         20
## 907  Moderately differentiated                     2  Distant        107
## 908  Moderately differentiated                     2  Distant         40
## 909  Moderately differentiated                     2 Regional         30
## 910      Poorly differentiated                     3 Regional         90
## 911  Moderately differentiated                     2 Regional         16
## 912  Moderately differentiated                     2 Regional         47
## 913  Moderately differentiated                     2 Regional         30
## 914  Moderately differentiated                     2 Regional          7
## 915        Well differentiated                     1 Regional         30
## 916  Moderately differentiated                     2 Regional         20
## 917  Moderately differentiated                     2 Regional         60
## 918      Poorly differentiated                     3 Regional         30
## 919  Moderately differentiated                     2 Regional         14
## 920      Poorly differentiated                     3 Regional         20
## 921        Well differentiated                     1 Regional         27
## 922  Moderately differentiated                     2 Regional         40
## 923  Moderately differentiated                     2 Regional         92
## 924  Moderately differentiated                     2 Regional          7
## 925      Poorly differentiated                     3 Regional         20
## 926        Well differentiated                     1 Regional         22
## 927        Well differentiated                     1 Regional          8
## 928        Well differentiated                     1 Regional         50
## 929  Moderately differentiated                     2 Regional         22
## 930        Well differentiated                     1 Regional         14
## 931      Poorly differentiated                     3 Regional         30
## 932  Moderately differentiated                     2 Regional         50
## 933      Poorly differentiated                     3 Regional         15
## 934  Moderately differentiated                     2 Regional         25
## 935  Moderately differentiated                     2 Regional         18
## 936      Poorly differentiated                     3 Regional         35
## 937      Poorly differentiated                     3 Regional         13
## 938  Moderately differentiated                     2 Regional        100
## 939      Poorly differentiated                     3 Regional        105
## 940  Moderately differentiated                     2 Regional         20
## 941  Moderately differentiated                     2 Regional         15
## 942  Moderately differentiated                     2 Regional         30
## 943      Poorly differentiated                     3 Regional         12
## 944      Poorly differentiated                     3 Regional         50
## 945        Well differentiated                     1 Regional         20
## 946  Moderately differentiated                     2 Regional          7
## 947  Moderately differentiated                     2 Regional         42
## 948  Moderately differentiated                     2  Distant         19
## 949  Moderately differentiated                     2 Regional         27
## 950      Poorly differentiated                     3 Regional         14
## 951  Moderately differentiated                     2 Regional         17
## 952      Poorly differentiated                     3 Regional         15
## 953      Poorly differentiated                     3 Regional         13
## 954        Well differentiated                     1 Regional         12
## 955  Moderately differentiated                     2 Regional         26
## 956  Moderately differentiated                     2 Regional         20
## 957  Moderately differentiated                     2 Regional         17
## 958  Moderately differentiated                     2 Regional         20
## 959  Moderately differentiated                     2 Regional         24
## 960  Moderately differentiated                     2 Regional         30
## 961  Moderately differentiated                     2 Regional         16
## 962      Poorly differentiated                     3 Regional         18
## 963  Moderately differentiated                     2 Regional         30
## 964  Moderately differentiated                     2 Regional         52
## 965  Moderately differentiated                     2 Regional         60
## 966      Poorly differentiated                     3 Regional         21
## 967  Moderately differentiated                     2 Regional         33
## 968  Moderately differentiated                     2 Regional          6
## 969      Poorly differentiated                     3 Regional         25
## 970  Moderately differentiated                     2 Regional         15
## 971  Moderately differentiated                     2 Regional         14
## 972  Moderately differentiated                     2 Regional        105
## 973        Well differentiated                     1 Regional         35
## 974  Moderately differentiated                     2 Regional         57
## 975      Poorly differentiated                     3 Regional         20
## 976      Poorly differentiated                     3 Regional         20
## 977      Poorly differentiated                     3 Regional         28
## 978  Moderately differentiated                     2 Regional         60
## 979  Moderately differentiated                     2 Regional         25
## 980        Well differentiated                     1 Regional         12
## 981        Well differentiated                     1 Regional         69
## 982        Well differentiated                     1 Regional         55
## 983  Moderately differentiated                     2 Regional         60
## 984  Moderately differentiated                     2 Regional         20
## 985      Poorly differentiated                     3 Regional         13
## 986      Poorly differentiated                     3 Regional        100
## 987  Moderately differentiated                     2 Regional          2
## 988      Poorly differentiated                     3 Regional         20
## 989        Well differentiated                     1 Regional         38
## 990  Moderately differentiated                     2  Distant         24
## 991  Moderately differentiated                     2 Regional         25
## 992  Moderately differentiated                     2 Regional         15
## 993  Moderately differentiated                     2 Regional         25
## 994        Well differentiated                     1 Regional         51
## 995  Moderately differentiated                     2 Regional         35
## 996      Poorly differentiated                     3 Regional         25
## 997  Moderately differentiated                     2 Regional         45
## 998        Well differentiated                     1 Regional         21
## 999  Moderately differentiated                     2 Regional         19
## 1000 Moderately differentiated                     2 Regional         40
## 1001 Moderately differentiated                     2 Regional          9
## 1002 Moderately differentiated                     2 Regional         22
## 1003     Poorly differentiated                     3 Regional         38
## 1004 Moderately differentiated                     2 Regional         50
## 1005     Poorly differentiated                     3 Regional         30
## 1006       Well differentiated                     1 Regional         23
## 1007     Poorly differentiated                     3 Regional         21
## 1008 Moderately differentiated                     2 Regional        140
## 1009 Moderately differentiated                     2 Regional         60
## 1010     Poorly differentiated                     3 Regional         17
## 1011     Poorly differentiated                     3 Regional         55
## 1012 Moderately differentiated                     2 Regional         17
## 1013 Moderately differentiated                     2 Regional         29
## 1014          Undifferentiated  anaplastic; Grade IV Regional         40
## 1015 Moderately differentiated                     2 Regional         17
## 1016     Poorly differentiated                     3 Regional         30
## 1017 Moderately differentiated                     2 Regional         32
## 1018 Moderately differentiated                     2  Distant         40
## 1019 Moderately differentiated                     2 Regional         15
## 1020 Moderately differentiated                     2 Regional         35
## 1021     Poorly differentiated                     3 Regional         32
## 1022       Well differentiated                     1 Regional         21
## 1023     Poorly differentiated                     3 Regional         25
## 1024 Moderately differentiated                     2 Regional         33
## 1025 Moderately differentiated                     2 Regional         22
## 1026 Moderately differentiated                     2 Regional         15
## 1027 Moderately differentiated                     2 Regional         32
## 1028 Moderately differentiated                     2 Regional          6
## 1029 Moderately differentiated                     2 Regional         30
## 1030     Poorly differentiated                     3 Regional         14
## 1031       Well differentiated                     1 Regional         10
## 1032 Moderately differentiated                     2 Regional         12
## 1033 Moderately differentiated                     2 Regional         15
## 1034     Poorly differentiated                     3 Regional         21
## 1035 Moderately differentiated                     2 Regional         20
## 1036     Poorly differentiated                     3 Regional         20
## 1037 Moderately differentiated                     2 Regional         15
## 1038     Poorly differentiated                     3 Regional         54
## 1039       Well differentiated                     1 Regional         21
## 1040 Moderately differentiated                     2 Regional         22
## 1041 Moderately differentiated                     2  Distant         22
## 1042 Moderately differentiated                     2 Regional         17
## 1043 Moderately differentiated                     2 Regional         25
## 1044 Moderately differentiated                     2 Regional         22
## 1045 Moderately differentiated                     2 Regional         45
## 1046 Moderately differentiated                     2 Regional         11
## 1047 Moderately differentiated                     2 Regional         17
## 1048 Moderately differentiated                     2 Regional         17
## 1049       Well differentiated                     1 Regional         40
## 1050     Poorly differentiated                     3 Regional          5
## 1051 Moderately differentiated                     2 Regional         13
## 1052 Moderately differentiated                     2 Regional         19
## 1053 Moderately differentiated                     2 Regional         19
## 1054 Moderately differentiated                     2 Regional         35
## 1055 Moderately differentiated                     2 Regional         16
## 1056 Moderately differentiated                     2 Regional         15
## 1057 Moderately differentiated                     2 Regional         23
## 1058 Moderately differentiated                     2 Regional         15
## 1059     Poorly differentiated                     3 Regional         19
## 1060 Moderately differentiated                     2 Regional         18
## 1061 Moderately differentiated                     2 Regional         16
## 1062          Undifferentiated  anaplastic; Grade IV Regional         21
## 1063 Moderately differentiated                     2 Regional         32
## 1064     Poorly differentiated                     3 Regional         13
## 1065     Poorly differentiated                     3 Regional         16
## 1066 Moderately differentiated                     2 Regional         40
## 1067 Moderately differentiated                     2 Regional         50
## 1068 Moderately differentiated                     2 Regional         35
## 1069     Poorly differentiated                     3 Regional         16
## 1070     Poorly differentiated                     3 Regional         35
## 1071     Poorly differentiated                     3 Regional         36
## 1072 Moderately differentiated                     2 Regional         35
## 1073 Moderately differentiated                     2 Regional         55
## 1074 Moderately differentiated                     2 Regional         25
## 1075     Poorly differentiated                     3 Regional         22
## 1076 Moderately differentiated                     2 Regional         17
## 1077     Poorly differentiated                     3 Regional         55
## 1078 Moderately differentiated                     2 Regional         10
## 1079 Moderately differentiated                     2 Regional         23
## 1080     Poorly differentiated                     3 Regional         25
## 1081     Poorly differentiated                     3 Regional          5
## 1082 Moderately differentiated                     2 Regional         16
## 1083     Poorly differentiated                     3 Regional         55
## 1084     Poorly differentiated                     3 Regional         24
## 1085     Poorly differentiated                     3 Regional         21
## 1086 Moderately differentiated                     2 Regional         13
## 1087 Moderately differentiated                     2  Distant         22
## 1088     Poorly differentiated                     3 Regional         14
## 1089     Poorly differentiated                     3 Regional         30
## 1090 Moderately differentiated                     2 Regional         18
## 1091     Poorly differentiated                     3 Regional         16
## 1092     Poorly differentiated                     3 Regional         56
## 1093 Moderately differentiated                     2 Regional         31
## 1094       Well differentiated                     1 Regional         14
## 1095 Moderately differentiated                     2 Regional         15
## 1096 Moderately differentiated                     2 Regional         82
## 1097 Moderately differentiated                     2 Regional         16
## 1098 Moderately differentiated                     2 Regional         16
## 1099       Well differentiated                     1 Regional         16
## 1100 Moderately differentiated                     2 Regional         16
## 1101 Moderately differentiated                     2 Regional         50
## 1102 Moderately differentiated                     2 Regional         25
## 1103 Moderately differentiated                     2 Regional         18
## 1104 Moderately differentiated                     2 Regional         25
## 1105 Moderately differentiated                     2 Regional         18
## 1106 Moderately differentiated                     2 Regional         30
## 1107     Poorly differentiated                     3 Regional         65
## 1108     Poorly differentiated                     3 Regional          1
## 1109 Moderately differentiated                     2 Regional         25
## 1110       Well differentiated                     1 Regional         20
## 1111 Moderately differentiated                     2 Regional         30
## 1112 Moderately differentiated                     2 Regional         30
## 1113 Moderately differentiated                     2 Regional         18
## 1114     Poorly differentiated                     3 Regional         16
## 1115 Moderately differentiated                     2 Regional         50
## 1116 Moderately differentiated                     2 Regional         52
## 1117 Moderately differentiated                     2 Regional         37
## 1118 Moderately differentiated                     2 Regional         25
## 1119     Poorly differentiated                     3 Regional         40
## 1120 Moderately differentiated                     2 Regional         50
## 1121       Well differentiated                     1 Regional         15
## 1122       Well differentiated                     1 Regional         25
## 1123 Moderately differentiated                     2 Regional         80
## 1124 Moderately differentiated                     2 Regional         13
## 1125     Poorly differentiated                     3 Regional         25
## 1126 Moderately differentiated                     2 Regional         40
## 1127     Poorly differentiated                     3 Regional         15
## 1128 Moderately differentiated                     2 Regional         19
## 1129 Moderately differentiated                     2 Regional         65
## 1130     Poorly differentiated                     3 Regional         18
## 1131 Moderately differentiated                     2 Regional         15
## 1132 Moderately differentiated                     2 Regional         16
## 1133 Moderately differentiated                     2 Regional         23
## 1134     Poorly differentiated                     3 Regional         21
## 1135 Moderately differentiated                     2 Regional         10
## 1136 Moderately differentiated                     2 Regional         20
## 1137     Poorly differentiated                     3 Regional         40
## 1138 Moderately differentiated                     2 Regional         31
## 1139 Moderately differentiated                     2 Regional         15
## 1140 Moderately differentiated                     2  Distant         11
## 1141 Moderately differentiated                     2 Regional         55
## 1142 Moderately differentiated                     2 Regional         15
## 1143 Moderately differentiated                     2 Regional         37
## 1144 Moderately differentiated                     2 Regional         42
## 1145       Well differentiated                     1 Regional         22
## 1146     Poorly differentiated                     3 Regional         48
## 1147       Well differentiated                     1 Regional         15
## 1148       Well differentiated                     1 Regional          7
## 1149     Poorly differentiated                     3 Regional         40
## 1150 Moderately differentiated                     2 Regional         12
## 1151 Moderately differentiated                     2 Regional         12
## 1152 Moderately differentiated                     2 Regional         65
## 1153     Poorly differentiated                     3 Regional         15
## 1154 Moderately differentiated                     2 Regional         16
## 1155     Poorly differentiated                     3 Regional         22
## 1156 Moderately differentiated                     2 Regional         35
## 1157     Poorly differentiated                     3 Regional         25
## 1158 Moderately differentiated                     2 Regional         20
## 1159 Moderately differentiated                     2 Regional         18
## 1160 Moderately differentiated                     2 Regional         85
## 1161     Poorly differentiated                     3 Regional         25
## 1162     Poorly differentiated                     3 Regional        100
## 1163     Poorly differentiated                     3 Regional         15
## 1164 Moderately differentiated                     2 Regional         18
## 1165 Moderately differentiated                     2 Regional         14
## 1166 Moderately differentiated                     2 Regional         23
## 1167     Poorly differentiated                     3 Regional         40
## 1168     Poorly differentiated                     3 Regional         17
## 1169 Moderately differentiated                     2 Regional         21
## 1170 Moderately differentiated                     2 Regional         22
## 1171 Moderately differentiated                     2 Regional         31
## 1172 Moderately differentiated                     2 Regional         11
## 1173 Moderately differentiated                     2 Regional         19
## 1174 Moderately differentiated                     2 Regional         35
## 1175       Well differentiated                     1 Regional          9
## 1176     Poorly differentiated                     3 Regional         21
## 1177     Poorly differentiated                     3 Regional          6
## 1178 Moderately differentiated                     2 Regional         20
## 1179     Poorly differentiated                     3  Distant         60
## 1180     Poorly differentiated                     3 Regional         38
## 1181 Moderately differentiated                     2 Regional          9
## 1182 Moderately differentiated                     2 Regional         11
## 1183 Moderately differentiated                     2 Regional         30
## 1184 Moderately differentiated                     2 Regional         22
## 1185 Moderately differentiated                     2 Regional         25
## 1186 Moderately differentiated                     2 Regional         13
## 1187     Poorly differentiated                     3 Regional         30
## 1188 Moderately differentiated                     2 Regional         25
## 1189 Moderately differentiated                     2 Regional         25
## 1190 Moderately differentiated                     2 Regional         48
## 1191       Well differentiated                     1 Regional          6
## 1192     Poorly differentiated                     3  Distant         14
## 1193 Moderately differentiated                     2 Regional          7
## 1194       Well differentiated                     1 Regional         90
## 1195 Moderately differentiated                     2 Regional         25
## 1196 Moderately differentiated                     2 Regional         15
## 1197     Poorly differentiated                     3 Regional        120
## 1198 Moderately differentiated                     2 Regional         14
## 1199 Moderately differentiated                     2 Regional         15
## 1200       Well differentiated                     1 Regional         35
## 1201 Moderately differentiated                     2 Regional         30
## 1202 Moderately differentiated                     2 Regional         16
## 1203 Moderately differentiated                     2 Regional          9
## 1204     Poorly differentiated                     3 Regional         23
## 1205 Moderately differentiated                     2 Regional         17
## 1206 Moderately differentiated                     2 Regional         43
## 1207 Moderately differentiated                     2 Regional         19
## 1208     Poorly differentiated                     3 Regional         21
## 1209       Well differentiated                     1 Regional         17
## 1210     Poorly differentiated                     3 Regional         45
## 1211 Moderately differentiated                     2 Regional         18
## 1212     Poorly differentiated                     3 Regional         43
## 1213     Poorly differentiated                     3 Regional         61
## 1214       Well differentiated                     1 Regional         27
## 1215 Moderately differentiated                     2 Regional         15
## 1216     Poorly differentiated                     3 Regional         25
## 1217     Poorly differentiated                     3 Regional         31
## 1218       Well differentiated                     1 Regional         50
## 1219 Moderately differentiated                     2 Regional         30
## 1220 Moderately differentiated                     2 Regional         38
## 1221     Poorly differentiated                     3 Regional          5
## 1222     Poorly differentiated                     3 Regional         11
## 1223     Poorly differentiated                     3 Regional         35
## 1224       Well differentiated                     1 Regional          7
## 1225     Poorly differentiated                     3 Regional         14
## 1226 Moderately differentiated                     2 Regional        120
## 1227       Well differentiated                     1 Regional         14
## 1228 Moderately differentiated                     2 Regional         33
## 1229       Well differentiated                     1 Regional         19
## 1230 Moderately differentiated                     2 Regional         19
## 1231       Well differentiated                     1 Regional         15
## 1232     Poorly differentiated                     3 Regional         18
## 1233 Moderately differentiated                     2 Regional         47
## 1234 Moderately differentiated                     2 Regional         13
## 1235       Well differentiated                     1 Regional         25
## 1236     Poorly differentiated                     3 Regional         28
## 1237 Moderately differentiated                     2 Regional         16
## 1238 Moderately differentiated                     2 Regional         31
## 1239 Moderately differentiated                     2 Regional          4
## 1240 Moderately differentiated                     2 Regional         31
## 1241     Poorly differentiated                     3 Regional         30
## 1242       Well differentiated                     1 Regional         55
## 1243 Moderately differentiated                     2 Regional         30
## 1244 Moderately differentiated                     2 Regional         14
## 1245     Poorly differentiated                     3 Regional         17
## 1246 Moderately differentiated                     2 Regional         21
## 1247 Moderately differentiated                     2 Regional         70
## 1248       Well differentiated                     1 Regional         30
## 1249       Well differentiated                     1 Regional         15
## 1250     Poorly differentiated                     3  Distant         40
## 1251 Moderately differentiated                     2 Regional          8
## 1252       Well differentiated                     1 Regional          7
## 1253 Moderately differentiated                     2 Regional         40
## 1254       Well differentiated                     1 Regional         35
## 1255 Moderately differentiated                     2 Regional         16
## 1256 Moderately differentiated                     2 Regional         30
## 1257 Moderately differentiated                     2 Regional         18
## 1258 Moderately differentiated                     2 Regional         30
## 1259       Well differentiated                     1 Regional         15
## 1260       Well differentiated                     1 Regional         12
## 1261     Poorly differentiated                     3 Regional         40
## 1262     Poorly differentiated                     3 Regional         57
## 1263 Moderately differentiated                     2 Regional         60
## 1264 Moderately differentiated                     2 Regional         38
## 1265     Poorly differentiated                     3 Regional         55
## 1266     Poorly differentiated                     3 Regional         24
## 1267 Moderately differentiated                     2 Regional         20
## 1268     Poorly differentiated                     3 Regional         40
## 1269 Moderately differentiated                     2 Regional         38
## 1270 Moderately differentiated                     2 Regional         70
## 1271 Moderately differentiated                     2 Regional         18
## 1272 Moderately differentiated                     2 Regional         25
## 1273 Moderately differentiated                     2 Regional         74
## 1274 Moderately differentiated                     2 Regional         60
## 1275       Well differentiated                     1 Regional         60
## 1276     Poorly differentiated                     3 Regional         23
## 1277 Moderately differentiated                     2 Regional         45
## 1278     Poorly differentiated                     3 Regional         21
## 1279     Poorly differentiated                     3 Regional         14
## 1280 Moderately differentiated                     2 Regional         13
## 1281     Poorly differentiated                     3 Regional         20
## 1282       Well differentiated                     1 Regional         21
## 1283     Poorly differentiated                     3 Regional         25
## 1284 Moderately differentiated                     2 Regional         22
## 1285 Moderately differentiated                     2 Regional          8
## 1286 Moderately differentiated                     2 Regional         25
## 1287       Well differentiated                     1 Regional         25
## 1288 Moderately differentiated                     2 Regional         70
## 1289 Moderately differentiated                     2 Regional         11
## 1290 Moderately differentiated                     2 Regional         80
## 1291 Moderately differentiated                     2 Regional         16
## 1292 Moderately differentiated                     2 Regional         18
## 1293     Poorly differentiated                     3 Regional         15
## 1294       Well differentiated                     1 Regional         26
## 1295 Moderately differentiated                     2 Regional         20
## 1296     Poorly differentiated                     3 Regional         18
## 1297       Well differentiated                     1 Regional         18
## 1298 Moderately differentiated                     2 Regional         14
## 1299 Moderately differentiated                     2 Regional         42
## 1300     Poorly differentiated                     3 Regional         58
## 1301 Moderately differentiated                     2 Regional         18
## 1302     Poorly differentiated                     3 Regional         25
## 1303 Moderately differentiated                     2 Regional          9
## 1304     Poorly differentiated                     3 Regional         19
## 1305 Moderately differentiated                     2 Regional         11
## 1306     Poorly differentiated                     3 Regional         15
## 1307 Moderately differentiated                     2 Regional         21
## 1308     Poorly differentiated                     3 Regional         52
## 1309 Moderately differentiated                     2 Regional         40
## 1310       Well differentiated                     1 Regional         11
## 1311       Well differentiated                     1 Regional         20
## 1312 Moderately differentiated                     2 Regional         33
## 1313 Moderately differentiated                     2 Regional         14
## 1314 Moderately differentiated                     2 Regional         28
## 1315     Poorly differentiated                     3  Distant         20
## 1316 Moderately differentiated                     2 Regional         19
## 1317 Moderately differentiated                     2 Regional        100
## 1318     Poorly differentiated                     3 Regional          9
## 1319 Moderately differentiated                     2 Regional         25
## 1320 Moderately differentiated                     2 Regional         15
## 1321     Poorly differentiated                     3 Regional         60
## 1322 Moderately differentiated                     2 Regional         76
## 1323     Poorly differentiated                     3 Regional         16
## 1324 Moderately differentiated                     2 Regional         20
## 1325     Poorly differentiated                     3 Regional         45
## 1326     Poorly differentiated                     3  Distant         35
## 1327     Poorly differentiated                     3 Regional         18
## 1328 Moderately differentiated                     2 Regional         20
## 1329 Moderately differentiated                     2 Regional         26
## 1330       Well differentiated                     1 Regional         35
## 1331     Poorly differentiated                     3 Regional         40
## 1332 Moderately differentiated                     2 Regional         30
## 1333 Moderately differentiated                     2 Regional         12
## 1334 Moderately differentiated                     2 Regional         19
## 1335     Poorly differentiated                     3 Regional         28
## 1336       Well differentiated                     1 Regional         28
## 1337       Well differentiated                     1 Regional         22
## 1338 Moderately differentiated                     2 Regional          8
## 1339     Poorly differentiated                     3 Regional         32
## 1340 Moderately differentiated                     2 Regional         45
## 1341 Moderately differentiated                     2 Regional         55
## 1342       Well differentiated                     1 Regional          9
## 1343 Moderately differentiated                     2 Regional         23
## 1344 Moderately differentiated                     2 Regional         20
## 1345 Moderately differentiated                     2 Regional         35
## 1346 Moderately differentiated                     2 Regional         23
## 1347 Moderately differentiated                     2 Regional         80
## 1348 Moderately differentiated                     2 Regional         15
## 1349 Moderately differentiated                     2 Regional          9
## 1350     Poorly differentiated                     3 Regional         30
## 1351 Moderately differentiated                     2 Regional         20
## 1352 Moderately differentiated                     2 Regional         66
## 1353 Moderately differentiated                     2 Regional         22
## 1354 Moderately differentiated                     2 Regional         16
## 1355       Well differentiated                     1 Regional         14
## 1356     Poorly differentiated                     3 Regional         80
## 1357 Moderately differentiated                     2 Regional         25
## 1358     Poorly differentiated                     3 Regional         10
## 1359       Well differentiated                     1 Regional         22
## 1360       Well differentiated                     1 Regional         12
## 1361 Moderately differentiated                     2 Regional         19
## 1362 Moderately differentiated                     2 Regional         17
## 1363       Well differentiated                     1 Regional         25
## 1364 Moderately differentiated                     2 Regional          9
## 1365       Well differentiated                     1 Regional          9
## 1366     Poorly differentiated                     3 Regional         33
## 1367 Moderately differentiated                     2 Regional         37
## 1368       Well differentiated                     1 Regional         24
## 1369 Moderately differentiated                     2 Regional         18
## 1370     Poorly differentiated                     3 Regional         75
## 1371     Poorly differentiated                     3 Regional         25
## 1372       Well differentiated                     1 Regional         10
## 1373 Moderately differentiated                     2 Regional         36
## 1374 Moderately differentiated                     2 Regional         26
## 1375 Moderately differentiated                     2 Regional         14
## 1376 Moderately differentiated                     2 Regional         82
## 1377 Moderately differentiated                     2 Regional         30
## 1378       Well differentiated                     1  Distant         12
## 1379     Poorly differentiated                     3 Regional         22
## 1380 Moderately differentiated                     2 Regional         16
## 1381 Moderately differentiated                     2 Regional         16
## 1382     Poorly differentiated                     3 Regional         40
## 1383 Moderately differentiated                     2 Regional         20
## 1384     Poorly differentiated                     3 Regional         28
## 1385 Moderately differentiated                     2 Regional         21
## 1386 Moderately differentiated                     2 Regional         24
## 1387       Well differentiated                     1 Regional         55
## 1388 Moderately differentiated                     2 Regional         31
## 1389 Moderately differentiated                     2 Regional         24
## 1390 Moderately differentiated                     2 Regional         37
## 1391       Well differentiated                     1 Regional         30
## 1392     Poorly differentiated                     3 Regional         20
## 1393       Well differentiated                     1 Regional         14
## 1394 Moderately differentiated                     2 Regional         20
## 1395     Poorly differentiated                     3 Regional         27
## 1396 Moderately differentiated                     2 Regional         12
## 1397 Moderately differentiated                     2 Regional         80
## 1398 Moderately differentiated                     2 Regional         23
## 1399 Moderately differentiated                     2 Regional         14
## 1400 Moderately differentiated                     2 Regional         10
## 1401     Poorly differentiated                     3 Regional         22
## 1402     Poorly differentiated                     3 Regional         15
## 1403 Moderately differentiated                     2 Regional         27
## 1404 Moderately differentiated                     2 Regional         20
## 1405       Well differentiated                     1 Regional         31
## 1406 Moderately differentiated                     2 Regional         14
## 1407 Moderately differentiated                     2 Regional         40
## 1408 Moderately differentiated                     2 Regional         25
## 1409     Poorly differentiated                     3 Regional         35
## 1410 Moderately differentiated                     2 Regional         20
## 1411 Moderately differentiated                     2 Regional         42
## 1412 Moderately differentiated                     2 Regional         25
## 1413 Moderately differentiated                     2 Regional         50
## 1414 Moderately differentiated                     2 Regional         20
## 1415     Poorly differentiated                     3 Regional         13
## 1416 Moderately differentiated                     2 Regional          6
## 1417 Moderately differentiated                     2 Regional         16
## 1418     Poorly differentiated                     3 Regional         60
## 1419 Moderately differentiated                     2 Regional         23
## 1420     Poorly differentiated                     3 Regional         15
## 1421       Well differentiated                     1 Regional         14
## 1422 Moderately differentiated                     2 Regional          9
## 1423 Moderately differentiated                     2 Regional         16
## 1424       Well differentiated                     1 Regional         42
## 1425     Poorly differentiated                     3 Regional         40
## 1426 Moderately differentiated                     2 Regional         25
## 1427 Moderately differentiated                     2 Regional         25
## 1428 Moderately differentiated                     2 Regional         37
## 1429     Poorly differentiated                     3 Regional         23
## 1430     Poorly differentiated                     3 Regional         30
## 1431 Moderately differentiated                     2 Regional         12
## 1432     Poorly differentiated                     3 Regional         35
## 1433       Well differentiated                     1 Regional         47
## 1434 Moderately differentiated                     2 Regional         28
## 1435 Moderately differentiated                     2 Regional         63
## 1436       Well differentiated                     1 Regional          8
## 1437     Poorly differentiated                     3 Regional         35
## 1438 Moderately differentiated                     2 Regional         60
## 1439     Poorly differentiated                     3 Regional         30
## 1440 Moderately differentiated                     2 Regional         22
## 1441     Poorly differentiated                     3 Regional         13
## 1442 Moderately differentiated                     2 Regional         42
## 1443     Poorly differentiated                     3 Regional         45
## 1444 Moderately differentiated                     2 Regional         25
## 1445       Well differentiated                     1 Regional         10
## 1446 Moderately differentiated                     2 Regional         35
## 1447 Moderately differentiated                     2 Regional         37
## 1448       Well differentiated                     1 Regional         35
## 1449     Poorly differentiated                     3 Regional         40
## 1450     Poorly differentiated                     3 Regional         17
## 1451     Poorly differentiated                     3 Regional         12
## 1452 Moderately differentiated                     2 Regional         15
## 1453     Poorly differentiated                     3 Regional         30
## 1454 Moderately differentiated                     2 Regional         60
## 1455       Well differentiated                     1 Regional         19
## 1456     Poorly differentiated                     3 Regional         27
## 1457 Moderately differentiated                     2 Regional         10
## 1458 Moderately differentiated                     2 Regional         12
## 1459          Undifferentiated  anaplastic; Grade IV Regional         70
## 1460     Poorly differentiated                     3 Regional         44
## 1461 Moderately differentiated                     2 Regional         45
## 1462 Moderately differentiated                     2 Regional         17
## 1463 Moderately differentiated                     2 Regional         80
## 1464 Moderately differentiated                     2 Regional         16
## 1465     Poorly differentiated                     3 Regional         24
## 1466 Moderately differentiated                     2 Regional          8
## 1467 Moderately differentiated                     2 Regional         51
## 1468 Moderately differentiated                     2 Regional         70
## 1469     Poorly differentiated                     3 Regional         60
## 1470 Moderately differentiated                     2 Regional         45
## 1471 Moderately differentiated                     2 Regional          1
## 1472     Poorly differentiated                     3 Regional         27
## 1473 Moderately differentiated                     2 Regional         35
## 1474     Poorly differentiated                     3 Regional         72
## 1475 Moderately differentiated                     2 Regional         45
## 1476 Moderately differentiated                     2 Regional         20
## 1477     Poorly differentiated                     3 Regional         30
## 1478     Poorly differentiated                     3 Regional         30
## 1479 Moderately differentiated                     2 Regional         13
## 1480 Moderately differentiated                     2 Regional        120
## 1481     Poorly differentiated                     3 Regional         15
## 1482     Poorly differentiated                     3 Regional         61
## 1483 Moderately differentiated                     2 Regional         15
## 1484 Moderately differentiated                     2  Distant         30
## 1485     Poorly differentiated                     3 Regional         18
## 1486       Well differentiated                     1 Regional         28
## 1487 Moderately differentiated                     2 Regional          8
## 1488     Poorly differentiated                     3 Regional         22
## 1489 Moderately differentiated                     2 Regional         40
## 1490 Moderately differentiated                     2 Regional         15
## 1491 Moderately differentiated                     2 Regional         20
## 1492 Moderately differentiated                     2 Regional         15
## 1493 Moderately differentiated                     2 Regional         23
## 1494     Poorly differentiated                     3 Regional         20
## 1495     Poorly differentiated                     3 Regional         17
## 1496 Moderately differentiated                     2 Regional         21
## 1497     Poorly differentiated                     3 Regional         52
## 1498 Moderately differentiated                     2 Regional         30
## 1499 Moderately differentiated                     2 Regional         22
## 1500 Moderately differentiated                     2 Regional         19
## 1501       Well differentiated                     1 Regional         18
## 1502 Moderately differentiated                     2 Regional         47
## 1503 Moderately differentiated                     2 Regional         15
## 1504 Moderately differentiated                     2 Regional         15
## 1505 Moderately differentiated                     2 Regional         21
## 1506     Poorly differentiated                     3 Regional         40
## 1507 Moderately differentiated                     2 Regional         17
## 1508       Well differentiated                     1 Regional         14
## 1509 Moderately differentiated                     2 Regional         23
## 1510 Moderately differentiated                     2 Regional         68
## 1511 Moderately differentiated                     2 Regional         25
## 1512 Moderately differentiated                     2 Regional         50
## 1513 Moderately differentiated                     2 Regional        140
## 1514 Moderately differentiated                     2 Regional         28
## 1515 Moderately differentiated                     2 Regional          7
## 1516     Poorly differentiated                     3 Regional         23
## 1517       Well differentiated                     1 Regional          7
## 1518 Moderately differentiated                     2 Regional         10
## 1519     Poorly differentiated                     3 Regional         15
## 1520 Moderately differentiated                     2 Regional         11
## 1521     Poorly differentiated                     3 Regional         12
## 1522 Moderately differentiated                     2 Regional         28
## 1523     Poorly differentiated                     3 Regional         80
## 1524 Moderately differentiated                     2 Regional         25
## 1525       Well differentiated                     1 Regional         28
## 1526 Moderately differentiated                     2 Regional         15
## 1527 Moderately differentiated                     2 Regional         30
## 1528       Well differentiated                     1 Regional         15
## 1529 Moderately differentiated                     2 Regional         22
## 1530 Moderately differentiated                     2 Regional         28
## 1531       Well differentiated                     1 Regional         16
## 1532     Poorly differentiated                     3 Regional         95
## 1533       Well differentiated                     1 Regional         27
## 1534 Moderately differentiated                     2 Regional         56
## 1535 Moderately differentiated                     2 Regional         50
## 1536 Moderately differentiated                     2 Regional         21
## 1537     Poorly differentiated                     3 Regional         21
## 1538 Moderately differentiated                     2 Regional         40
## 1539     Poorly differentiated                     3 Regional         18
## 1540     Poorly differentiated                     3 Regional         55
## 1541     Poorly differentiated                     3 Regional         90
## 1542          Undifferentiated  anaplastic; Grade IV Regional         28
## 1543     Poorly differentiated                     3 Regional         55
## 1544 Moderately differentiated                     2 Regional         21
## 1545 Moderately differentiated                     2 Regional          9
## 1546 Moderately differentiated                     2 Regional         35
## 1547 Moderately differentiated                     2 Regional         13
## 1548     Poorly differentiated                     3 Regional         55
## 1549     Poorly differentiated                     3 Regional         51
## 1550 Moderately differentiated                     2 Regional         34
## 1551 Moderately differentiated                     2 Regional          5
## 1552       Well differentiated                     1 Regional         60
## 1553 Moderately differentiated                     2 Regional         45
## 1554 Moderately differentiated                     2 Regional         38
## 1555 Moderately differentiated                     2 Regional         48
## 1556     Poorly differentiated                     3 Regional         35
## 1557     Poorly differentiated                     3 Regional         32
## 1558     Poorly differentiated                     3 Regional         25
## 1559 Moderately differentiated                     2 Regional         60
## 1560 Moderately differentiated                     2 Regional         12
## 1561          Undifferentiated  anaplastic; Grade IV Regional         19
## 1562     Poorly differentiated                     3 Regional         40
## 1563     Poorly differentiated                     3 Regional         50
## 1564 Moderately differentiated                     2 Regional         55
## 1565 Moderately differentiated                     2 Regional         28
## 1566 Moderately differentiated                     2 Regional         18
## 1567     Poorly differentiated                     3 Regional         21
## 1568 Moderately differentiated                     2 Regional         37
## 1569       Well differentiated                     1 Regional         11
## 1570 Moderately differentiated                     2 Regional         20
## 1571     Poorly differentiated                     3 Regional         30
## 1572 Moderately differentiated                     2 Regional         15
## 1573 Moderately differentiated                     2 Regional         55
## 1574 Moderately differentiated                     2 Regional         17
## 1575 Moderately differentiated                     2 Regional         17
## 1576     Poorly differentiated                     3 Regional         25
## 1577 Moderately differentiated                     2 Regional         22
## 1578 Moderately differentiated                     2 Regional         35
## 1579 Moderately differentiated                     2 Regional         20
## 1580 Moderately differentiated                     2 Regional         20
## 1581 Moderately differentiated                     2 Regional         39
## 1582 Moderately differentiated                     2 Regional         33
## 1583     Poorly differentiated                     3 Regional         18
## 1584     Poorly differentiated                     3 Regional         40
## 1585     Poorly differentiated                     3 Regional         24
## 1586       Well differentiated                     1 Regional         35
## 1587     Poorly differentiated                     3 Regional         40
## 1588       Well differentiated                     1 Regional         11
## 1589     Poorly differentiated                     3 Regional         26
## 1590     Poorly differentiated                     3 Regional         18
## 1591 Moderately differentiated                     2 Regional         15
## 1592 Moderately differentiated                     2 Regional         25
## 1593 Moderately differentiated                     2 Regional         21
## 1594 Moderately differentiated                     2 Regional         18
## 1595 Moderately differentiated                     2 Regional         55
## 1596 Moderately differentiated                     2 Regional         15
## 1597 Moderately differentiated                     2 Regional         18
## 1598 Moderately differentiated                     2 Regional         20
## 1599     Poorly differentiated                     3 Regional         15
## 1600 Moderately differentiated                     2 Regional         20
## 1601 Moderately differentiated                     2 Regional         70
## 1602 Moderately differentiated                     2 Regional         13
## 1603 Moderately differentiated                     2 Regional         55
## 1604 Moderately differentiated                     2 Regional         55
## 1605     Poorly differentiated                     3 Regional         24
## 1606 Moderately differentiated                     2 Regional         50
## 1607 Moderately differentiated                     2 Regional         30
## 1608 Moderately differentiated                     2 Regional         10
## 1609 Moderately differentiated                     2 Regional         18
## 1610     Poorly differentiated                     3 Regional         18
## 1611     Poorly differentiated                     3 Regional         45
## 1612       Well differentiated                     1 Regional         15
## 1613     Poorly differentiated                     3 Regional         16
## 1614     Poorly differentiated                     3 Regional         45
## 1615     Poorly differentiated                     3 Regional         18
## 1616     Poorly differentiated                     3 Regional         60
## 1617 Moderately differentiated                     2 Regional         24
## 1618     Poorly differentiated                     3 Regional         35
## 1619 Moderately differentiated                     2 Regional         15
## 1620 Moderately differentiated                     2 Regional         21
## 1621 Moderately differentiated                     2 Regional         25
## 1622 Moderately differentiated                     2 Regional         15
## 1623     Poorly differentiated                     3 Regional         11
## 1624       Well differentiated                     1  Distant        100
## 1625 Moderately differentiated                     2 Regional         52
## 1626 Moderately differentiated                     2 Regional         24
## 1627       Well differentiated                     1 Regional         14
## 1628       Well differentiated                     1 Regional         55
## 1629     Poorly differentiated                     3  Distant         45
## 1630 Moderately differentiated                     2 Regional         25
## 1631       Well differentiated                     1 Regional         25
## 1632     Poorly differentiated                     3 Regional         32
## 1633 Moderately differentiated                     2 Regional         41
## 1634 Moderately differentiated                     2 Regional         40
## 1635     Poorly differentiated                     3 Regional         32
## 1636     Poorly differentiated                     3 Regional         12
## 1637 Moderately differentiated                     2 Regional          7
## 1638 Moderately differentiated                     2 Regional         30
## 1639     Poorly differentiated                     3 Regional         22
## 1640 Moderately differentiated                     2 Regional         30
## 1641       Well differentiated                     1 Regional         17
## 1642     Poorly differentiated                     3 Regional         21
## 1643 Moderately differentiated                     2 Regional         15
## 1644 Moderately differentiated                     2 Regional         22
## 1645     Poorly differentiated                     3 Regional         15
## 1646 Moderately differentiated                     2 Regional          9
## 1647 Moderately differentiated                     2 Regional         49
## 1648     Poorly differentiated                     3 Regional         57
## 1649 Moderately differentiated                     2 Regional         20
## 1650 Moderately differentiated                     2 Regional         27
## 1651     Poorly differentiated                     3 Regional         30
## 1652 Moderately differentiated                     2 Regional         30
## 1653 Moderately differentiated                     2 Regional          5
## 1654 Moderately differentiated                     2 Regional         22
## 1655 Moderately differentiated                     2 Regional         55
## 1656 Moderately differentiated                     2 Regional         45
## 1657 Moderately differentiated                     2 Regional         25
## 1658 Moderately differentiated                     2 Regional         25
## 1659     Poorly differentiated                     3 Regional          5
## 1660 Moderately differentiated                     2 Regional         55
## 1661 Moderately differentiated                     2 Regional         15
## 1662 Moderately differentiated                     2 Regional         15
## 1663     Poorly differentiated                     3 Regional         24
## 1664     Poorly differentiated                     3 Regional         10
## 1665 Moderately differentiated                     2 Regional         14
## 1666 Moderately differentiated                     2 Regional         25
## 1667 Moderately differentiated                     2 Regional         10
## 1668 Moderately differentiated                     2 Regional         20
## 1669 Moderately differentiated                     2 Regional         80
## 1670     Poorly differentiated                     3 Regional         20
## 1671 Moderately differentiated                     2 Regional         15
## 1672 Moderately differentiated                     2 Regional         10
## 1673       Well differentiated                     1 Regional         40
## 1674       Well differentiated                     1 Regional         15
## 1675     Poorly differentiated                     3 Regional         17
## 1676       Well differentiated                     1 Regional         11
## 1677 Moderately differentiated                     2 Regional         15
## 1678       Well differentiated                     1 Regional         17
## 1679 Moderately differentiated                     2 Regional         19
## 1680 Moderately differentiated                     2 Regional         26
## 1681 Moderately differentiated                     2 Regional         22
## 1682 Moderately differentiated                     2 Regional          8
## 1683     Poorly differentiated                     3 Regional        120
## 1684       Well differentiated                     1 Regional         24
## 1685 Moderately differentiated                     2 Regional         23
## 1686 Moderately differentiated                     2 Regional         90
## 1687     Poorly differentiated                     3 Regional         61
## 1688     Poorly differentiated                     3 Regional         17
## 1689     Poorly differentiated                     3 Regional         40
## 1690 Moderately differentiated                     2 Regional          1
## 1691     Poorly differentiated                     3 Regional         34
## 1692       Well differentiated                     1 Regional         10
## 1693 Moderately differentiated                     2 Regional         27
## 1694 Moderately differentiated                     2 Regional         30
## 1695     Poorly differentiated                     3 Regional         50
## 1696       Well differentiated                     1 Regional         25
## 1697 Moderately differentiated                     2 Regional         63
## 1698     Poorly differentiated                     3 Regional         17
## 1699 Moderately differentiated                     2 Regional         18
## 1700     Poorly differentiated                     3 Regional         20
## 1701 Moderately differentiated                     2 Regional         45
## 1702 Moderately differentiated                     2 Regional         25
## 1703 Moderately differentiated                     2 Regional         70
## 1704       Well differentiated                     1 Regional          3
## 1705 Moderately differentiated                     2 Regional         26
## 1706 Moderately differentiated                     2 Regional         32
## 1707     Poorly differentiated                     3 Regional         60
## 1708 Moderately differentiated                     2 Regional         18
## 1709     Poorly differentiated                     3 Regional         70
## 1710 Moderately differentiated                     2 Regional         35
## 1711       Well differentiated                     1 Regional          8
## 1712       Well differentiated                     1 Regional         65
## 1713       Well differentiated                     1  Distant         70
## 1714 Moderately differentiated                     2 Regional         45
## 1715 Moderately differentiated                     2 Regional         35
## 1716 Moderately differentiated                     2 Regional         28
## 1717          Undifferentiated  anaplastic; Grade IV Regional         75
## 1718 Moderately differentiated                     2 Regional         20
## 1719     Poorly differentiated                     3 Regional         15
## 1720 Moderately differentiated                     2 Regional         15
## 1721 Moderately differentiated                     2 Regional         18
## 1722 Moderately differentiated                     2 Regional         30
## 1723       Well differentiated                     1 Regional         10
## 1724       Well differentiated                     1 Regional         15
## 1725 Moderately differentiated                     2 Regional         35
## 1726 Moderately differentiated                     2 Regional         35
## 1727     Poorly differentiated                     3 Regional         13
## 1728     Poorly differentiated                     3 Regional         15
## 1729 Moderately differentiated                     2 Regional         19
## 1730 Moderately differentiated                     2 Regional         25
## 1731 Moderately differentiated                     2 Regional         23
## 1732     Poorly differentiated                     3 Regional         47
## 1733 Moderately differentiated                     2 Regional         17
## 1734       Well differentiated                     1 Regional         14
## 1735 Moderately differentiated                     2 Regional         47
## 1736       Well differentiated                     1 Regional          8
## 1737 Moderately differentiated                     2 Regional         12
## 1738     Poorly differentiated                     3 Regional         38
## 1739 Moderately differentiated                     2 Regional         16
## 1740     Poorly differentiated                     3 Regional         90
## 1741 Moderately differentiated                     2 Regional         17
## 1742     Poorly differentiated                     3 Regional         70
## 1743 Moderately differentiated                     2 Regional         18
## 1744 Moderately differentiated                     2 Regional         21
## 1745     Poorly differentiated                     3 Regional         32
## 1746 Moderately differentiated                     2 Regional         30
## 1747 Moderately differentiated                     2 Regional         50
## 1748 Moderately differentiated                     2 Regional         14
## 1749 Moderately differentiated                     2 Regional         19
## 1750     Poorly differentiated                     3 Regional         11
## 1751 Moderately differentiated                     2 Regional         18
## 1752 Moderately differentiated                     2 Regional         19
## 1753       Well differentiated                     1 Regional         20
## 1754 Moderately differentiated                     2 Regional         28
## 1755     Poorly differentiated                     3 Regional         15
## 1756     Poorly differentiated                     3 Regional         65
## 1757 Moderately differentiated                     2 Regional         19
## 1758 Moderately differentiated                     2 Regional         15
## 1759 Moderately differentiated                     2 Regional         23
## 1760 Moderately differentiated                     2 Regional         16
## 1761 Moderately differentiated                     2 Regional         30
## 1762       Well differentiated                     1 Regional         60
## 1763 Moderately differentiated                     2 Regional         15
## 1764     Poorly differentiated                     3 Regional         22
## 1765       Well differentiated                     1 Regional         30
## 1766       Well differentiated                     1 Regional         18
## 1767 Moderately differentiated                     2 Regional         20
## 1768     Poorly differentiated                     3 Regional         45
## 1769 Moderately differentiated                     2 Regional         17
## 1770 Moderately differentiated                     2 Regional         20
## 1771     Poorly differentiated                     3 Regional         21
## 1772       Well differentiated                     1 Regional         25
## 1773       Well differentiated                     1 Regional          6
## 1774 Moderately differentiated                     2 Regional         14
## 1775 Moderately differentiated                     2 Regional         20
## 1776     Poorly differentiated                     3 Regional         15
## 1777 Moderately differentiated                     2 Regional         17
## 1778 Moderately differentiated                     2 Regional         10
## 1779 Moderately differentiated                     2 Regional         25
## 1780     Poorly differentiated                     3 Regional         30
## 1781 Moderately differentiated                     2 Regional          8
## 1782 Moderately differentiated                     2 Regional         18
## 1783 Moderately differentiated                     2 Regional         18
## 1784 Moderately differentiated                     2 Regional         21
## 1785 Moderately differentiated                     2 Regional         15
## 1786     Poorly differentiated                     3 Regional         78
## 1787       Well differentiated                     1 Regional         20
## 1788       Well differentiated                     1 Regional         18
## 1789 Moderately differentiated                     2 Regional         18
## 1790 Moderately differentiated                     2  Distant         52
## 1791 Moderately differentiated                     2 Regional         20
## 1792 Moderately differentiated                     2 Regional         25
## 1793 Moderately differentiated                     2 Regional         12
## 1794       Well differentiated                     1 Regional         15
## 1795 Moderately differentiated                     2 Regional          6
## 1796     Poorly differentiated                     3 Regional         18
## 1797     Poorly differentiated                     3 Regional         35
## 1798     Poorly differentiated                     3 Regional         21
## 1799       Well differentiated                     1 Regional         60
## 1800       Well differentiated                     1 Regional         97
## 1801 Moderately differentiated                     2 Regional         45
## 1802 Moderately differentiated                     2 Regional         35
## 1803 Moderately differentiated                     2 Regional         13
## 1804 Moderately differentiated                     2 Regional         17
## 1805     Poorly differentiated                     3 Regional         14
## 1806 Moderately differentiated                     2 Regional         25
## 1807 Moderately differentiated                     2 Regional         17
## 1808     Poorly differentiated                     3 Regional         21
## 1809     Poorly differentiated                     3 Regional         35
## 1810 Moderately differentiated                     2 Regional          8
## 1811     Poorly differentiated                     3 Regional         13
## 1812     Poorly differentiated                     3 Regional         38
## 1813     Poorly differentiated                     3 Regional         88
## 1814 Moderately differentiated                     2 Regional         18
## 1815 Moderately differentiated                     2 Regional         40
## 1816     Poorly differentiated                     3 Regional         20
## 1817 Moderately differentiated                     2 Regional          7
## 1818     Poorly differentiated                     3 Regional         27
## 1819 Moderately differentiated                     2 Regional         60
## 1820 Moderately differentiated                     2 Regional         28
## 1821       Well differentiated                     1 Regional         38
## 1822 Moderately differentiated                     2 Regional         45
## 1823       Well differentiated                     1 Regional         21
## 1824     Poorly differentiated                     3 Regional         42
## 1825       Well differentiated                     1 Regional         19
## 1826     Poorly differentiated                     3 Regional         60
## 1827     Poorly differentiated                     3 Regional         43
## 1828       Well differentiated                     1 Regional          6
## 1829     Poorly differentiated                     3 Regional         40
## 1830     Poorly differentiated                     3 Regional         50
## 1831     Poorly differentiated                     3 Regional         14
## 1832 Moderately differentiated                     2 Regional         45
## 1833 Moderately differentiated                     2 Regional         20
## 1834 Moderately differentiated                     2 Regional         28
## 1835 Moderately differentiated                     2 Regional         12
## 1836     Poorly differentiated                     3 Regional         20
## 1837 Moderately differentiated                     2 Regional         42
## 1838 Moderately differentiated                     2 Regional         14
## 1839 Moderately differentiated                     2 Regional          2
## 1840 Moderately differentiated                     2 Regional         35
## 1841 Moderately differentiated                     2 Regional         11
## 1842       Well differentiated                     1 Regional          5
## 1843 Moderately differentiated                     2 Regional         20
## 1844 Moderately differentiated                     2 Regional         29
## 1845       Well differentiated                     1 Regional         24
## 1846     Poorly differentiated                     3 Regional         18
## 1847 Moderately differentiated                     2 Regional         10
## 1848 Moderately differentiated                     2 Regional         30
## 1849 Moderately differentiated                     2 Regional         15
## 1850     Poorly differentiated                     3 Regional         15
## 1851 Moderately differentiated                     2 Regional         60
## 1852 Moderately differentiated                     2 Regional         26
## 1853     Poorly differentiated                     3 Regional         40
## 1854       Well differentiated                     1 Regional         40
## 1855     Poorly differentiated                     3 Regional         25
## 1856 Moderately differentiated                     2 Regional         27
## 1857 Moderately differentiated                     2 Regional         22
## 1858 Moderately differentiated                     2 Regional         23
## 1859 Moderately differentiated                     2 Regional         12
## 1860     Poorly differentiated                     3 Regional         30
## 1861       Well differentiated                     1 Regional          2
## 1862     Poorly differentiated                     3 Regional         40
## 1863 Moderately differentiated                     2 Regional         30
## 1864     Poorly differentiated                     3 Regional         60
## 1865 Moderately differentiated                     2 Regional          9
## 1866 Moderately differentiated                     2 Regional         70
## 1867 Moderately differentiated                     2 Regional         17
## 1868       Well differentiated                     1 Regional         45
## 1869     Poorly differentiated                     3 Regional         51
## 1870 Moderately differentiated                     2 Regional         10
## 1871       Well differentiated                     1 Regional         85
## 1872     Poorly differentiated                     3 Regional         30
## 1873     Poorly differentiated                     3 Regional         14
## 1874       Well differentiated                     1 Regional         15
## 1875       Well differentiated                     1 Regional         10
## 1876     Poorly differentiated                     3 Regional         27
## 1877 Moderately differentiated                     2 Regional         15
## 1878       Well differentiated                     1 Regional         35
## 1879 Moderately differentiated                     2 Regional         20
## 1880 Moderately differentiated                     2 Regional         90
## 1881     Poorly differentiated                     3 Regional         10
## 1882       Well differentiated                     1 Regional        100
## 1883 Moderately differentiated                     2 Regional         55
## 1884       Well differentiated                     1 Regional         35
## 1885     Poorly differentiated                     3 Regional         18
## 1886 Moderately differentiated                     2 Regional         21
## 1887     Poorly differentiated                     3 Regional         15
## 1888 Moderately differentiated                     2 Regional         74
## 1889     Poorly differentiated                     3 Regional         50
## 1890 Moderately differentiated                     2 Regional         70
## 1891 Moderately differentiated                     2 Regional         24
## 1892     Poorly differentiated                     3 Regional         28
## 1893 Moderately differentiated                     2 Regional         15
## 1894 Moderately differentiated                     2 Regional         38
## 1895     Poorly differentiated                     3 Regional         16
## 1896 Moderately differentiated                     2 Regional         35
## 1897 Moderately differentiated                     2 Regional         19
## 1898 Moderately differentiated                     2 Regional         52
## 1899       Well differentiated                     1 Regional         10
## 1900     Poorly differentiated                     3 Regional         39
## 1901     Poorly differentiated                     3 Regional         30
## 1902 Moderately differentiated                     2 Regional          8
## 1903 Moderately differentiated                     2 Regional         19
## 1904 Moderately differentiated                     2 Regional         11
## 1905     Poorly differentiated                     3 Regional         22
## 1906       Well differentiated                     1 Regional         23
## 1907 Moderately differentiated                     2 Regional         14
## 1908 Moderately differentiated                     2 Regional         25
## 1909 Moderately differentiated                     2 Regional         55
## 1910       Well differentiated                     1 Regional         40
## 1911     Poorly differentiated                     3 Regional         35
## 1912     Poorly differentiated                     3 Regional         17
## 1913 Moderately differentiated                     2 Regional         35
## 1914     Poorly differentiated                     3 Regional         15
## 1915     Poorly differentiated                     3 Regional         15
## 1916       Well differentiated                     1 Regional         80
## 1917 Moderately differentiated                     2 Regional         40
## 1918 Moderately differentiated                     2 Regional         42
## 1919       Well differentiated                     1 Regional         14
## 1920 Moderately differentiated                     2 Regional         26
## 1921 Moderately differentiated                     2 Regional         42
## 1922 Moderately differentiated                     2 Regional         25
## 1923 Moderately differentiated                     2 Regional         70
## 1924 Moderately differentiated                     2 Regional         40
## 1925 Moderately differentiated                     2 Regional         60
## 1926     Poorly differentiated                     3 Regional         25
## 1927 Moderately differentiated                     2 Regional          5
## 1928 Moderately differentiated                     2 Regional         30
## 1929     Poorly differentiated                     3 Regional         45
## 1930       Well differentiated                     1 Regional         11
## 1931 Moderately differentiated                     2 Regional         22
## 1932       Well differentiated                     1 Regional         25
## 1933     Poorly differentiated                     3 Regional         14
## 1934 Moderately differentiated                     2 Regional         19
## 1935 Moderately differentiated                     2 Regional         20
## 1936 Moderately differentiated                     2 Regional         12
## 1937 Moderately differentiated                     2 Regional         16
## 1938 Moderately differentiated                     2 Regional         60
## 1939 Moderately differentiated                     2 Regional         46
## 1940 Moderately differentiated                     2  Distant         53
## 1941 Moderately differentiated                     2 Regional          6
## 1942 Moderately differentiated                     2 Regional         18
## 1943 Moderately differentiated                     2 Regional          5
## 1944 Moderately differentiated                     2 Regional         25
## 1945     Poorly differentiated                     3 Regional         35
## 1946     Poorly differentiated                     3 Regional         10
## 1947     Poorly differentiated                     3 Regional         60
## 1948       Well differentiated                     1 Regional         16
## 1949 Moderately differentiated                     2 Regional         12
## 1950     Poorly differentiated                     3 Regional         31
## 1951     Poorly differentiated                     3 Regional         51
## 1952     Poorly differentiated                     3 Regional         50
## 1953 Moderately differentiated                     2 Regional         25
## 1954 Moderately differentiated                     2 Regional         15
## 1955       Well differentiated                     1 Regional         33
## 1956       Well differentiated                     1 Regional         80
## 1957       Well differentiated                     1 Regional         25
## 1958 Moderately differentiated                     2 Regional          9
## 1959 Moderately differentiated                     2 Regional         27
## 1960 Moderately differentiated                     2 Regional         15
## 1961     Poorly differentiated                     3 Regional          8
## 1962 Moderately differentiated                     2 Regional         70
## 1963 Moderately differentiated                     2 Regional         35
## 1964       Well differentiated                     1 Regional         18
## 1965     Poorly differentiated                     3 Regional         20
## 1966 Moderately differentiated                     2 Regional         48
## 1967 Moderately differentiated                     2 Regional         18
## 1968 Moderately differentiated                     2 Regional         35
## 1969     Poorly differentiated                     3 Regional         42
## 1970 Moderately differentiated                     2 Regional         15
## 1971 Moderately differentiated                     2 Regional         15
## 1972 Moderately differentiated                     2 Regional         45
## 1973 Moderately differentiated                     2 Regional         36
## 1974     Poorly differentiated                     3 Regional         40
## 1975 Moderately differentiated                     2 Regional         40
## 1976     Poorly differentiated                     3 Regional         50
## 1977 Moderately differentiated                     2 Regional         15
## 1978 Moderately differentiated                     2 Regional         16
## 1979 Moderately differentiated                     2 Regional         14
## 1980 Moderately differentiated                     2 Regional         10
## 1981 Moderately differentiated                     2 Regional         15
## 1982 Moderately differentiated                     2 Regional         18
## 1983       Well differentiated                     1 Regional         24
## 1984 Moderately differentiated                     2 Regional         50
## 1985     Poorly differentiated                     3 Regional         50
## 1986     Poorly differentiated                     3 Regional         20
## 1987       Well differentiated                     1 Regional         25
## 1988     Poorly differentiated                     3 Regional         25
## 1989 Moderately differentiated                     2 Regional         25
## 1990     Poorly differentiated                     3 Regional         30
## 1991       Well differentiated                     1 Regional         52
## 1992     Poorly differentiated                     3 Regional         62
## 1993     Poorly differentiated                     3 Regional         80
## 1994 Moderately differentiated                     2 Regional         17
## 1995     Poorly differentiated                     3  Distant         36
## 1996 Moderately differentiated                     2 Regional         23
## 1997 Moderately differentiated                     2 Regional         53
## 1998 Moderately differentiated                     2 Regional         10
## 1999     Poorly differentiated                     3 Regional         24
## 2000 Moderately differentiated                     2 Regional         65
## 2001 Moderately differentiated                     2 Regional         15
## 2002     Poorly differentiated                     3 Regional         40
## 2003 Moderately differentiated                     2 Regional         12
## 2004       Well differentiated                     1 Regional         20
## 2005 Moderately differentiated                     2 Regional         21
## 2006 Moderately differentiated                     2 Regional         17
## 2007 Moderately differentiated                     2 Regional         56
## 2008 Moderately differentiated                     2 Regional         80
## 2009 Moderately differentiated                     2 Regional         16
## 2010     Poorly differentiated                     3 Regional         30
## 2011       Well differentiated                     1 Regional         45
## 2012 Moderately differentiated                     2 Regional         20
## 2013 Moderately differentiated                     2 Regional         20
## 2014     Poorly differentiated                     3 Regional         22
## 2015 Moderately differentiated                     2 Regional         50
## 2016 Moderately differentiated                     2 Regional         16
## 2017 Moderately differentiated                     2 Regional         35
## 2018       Well differentiated                     1 Regional         31
## 2019     Poorly differentiated                     3 Regional         29
## 2020     Poorly differentiated                     3 Regional         10
## 2021 Moderately differentiated                     2 Regional         55
## 2022 Moderately differentiated                     2 Regional          8
## 2023 Moderately differentiated                     2 Regional         40
## 2024     Poorly differentiated                     3 Regional         15
## 2025     Poorly differentiated                     3 Regional         70
## 2026     Poorly differentiated                     3 Regional         25
## 2027     Poorly differentiated                     3 Regional         35
## 2028 Moderately differentiated                     2 Regional         69
## 2029     Poorly differentiated                     3  Distant         85
## 2030     Poorly differentiated                     3 Regional         20
## 2031 Moderately differentiated                     2 Regional         18
## 2032 Moderately differentiated                     2 Regional         28
## 2033     Poorly differentiated                     3 Regional         50
## 2034     Poorly differentiated                     3 Regional         12
## 2035 Moderately differentiated                     2 Regional         44
## 2036 Moderately differentiated                     2 Regional         42
## 2037     Poorly differentiated                     3 Regional         17
## 2038 Moderately differentiated                     2 Regional         63
## 2039     Poorly differentiated                     3 Regional         80
## 2040     Poorly differentiated                     3 Regional         90
## 2041 Moderately differentiated                     2 Regional         34
## 2042       Well differentiated                     1 Regional         18
## 2043 Moderately differentiated                     2 Regional         35
## 2044 Moderately differentiated                     2 Regional         40
## 2045 Moderately differentiated                     2 Regional         20
## 2046 Moderately differentiated                     2 Regional        110
## 2047       Well differentiated                     1 Regional         10
## 2048 Moderately differentiated                     2 Regional         23
## 2049 Moderately differentiated                     2 Regional         20
## 2050     Poorly differentiated                     3 Regional         13
## 2051 Moderately differentiated                     2 Regional         25
## 2052 Moderately differentiated                     2 Regional         36
## 2053       Well differentiated                     1 Regional         25
## 2054 Moderately differentiated                     2 Regional          3
## 2055 Moderately differentiated                     2 Regional          3
## 2056 Moderately differentiated                     2 Regional         83
## 2057     Poorly differentiated                     3 Regional         12
## 2058     Poorly differentiated                     3 Regional         14
## 2059     Poorly differentiated                     3  Distant         80
## 2060     Poorly differentiated                     3 Regional         15
## 2061 Moderately differentiated                     2 Regional         15
## 2062     Poorly differentiated                     3 Regional         25
## 2063     Poorly differentiated                     3 Regional         15
## 2064 Moderately differentiated                     2 Regional         15
## 2065 Moderately differentiated                     2 Regional         17
## 2066     Poorly differentiated                     3 Regional         15
## 2067     Poorly differentiated                     3 Regional         21
## 2068       Well differentiated                     1 Regional         17
## 2069 Moderately differentiated                     2 Regional         80
## 2070 Moderately differentiated                     2 Regional         45
## 2071     Poorly differentiated                     3 Regional         17
## 2072 Moderately differentiated                     2 Regional         20
## 2073     Poorly differentiated                     3 Regional         34
## 2074 Moderately differentiated                     2 Regional         25
## 2075 Moderately differentiated                     2 Regional         60
## 2076     Poorly differentiated                     3 Regional         25
## 2077 Moderately differentiated                     2 Regional         20
## 2078 Moderately differentiated                     2 Regional         24
## 2079 Moderately differentiated                     2 Regional         30
## 2080       Well differentiated                     1 Regional         15
## 2081     Poorly differentiated                     3 Regional         17
## 2082       Well differentiated                     1 Regional         16
## 2083       Well differentiated                     1 Regional         20
## 2084     Poorly differentiated                     3 Regional         42
## 2085 Moderately differentiated                     2 Regional         25
## 2086 Moderately differentiated                     2 Regional         75
## 2087 Moderately differentiated                     2 Regional         36
## 2088 Moderately differentiated                     2 Regional         12
## 2089 Moderately differentiated                     2 Regional          4
## 2090       Well differentiated                     1 Regional         35
## 2091       Well differentiated                     1 Regional         34
## 2092       Well differentiated                     1 Regional         22
## 2093       Well differentiated                     1 Regional         35
## 2094     Poorly differentiated                     3 Regional         30
## 2095     Poorly differentiated                     3 Regional         81
## 2096     Poorly differentiated                     3 Regional         40
## 2097 Moderately differentiated                     2 Regional         30
## 2098 Moderately differentiated                     2 Regional         60
## 2099     Poorly differentiated                     3 Regional         13
## 2100     Poorly differentiated                     3 Regional         15
## 2101 Moderately differentiated                     2 Regional         15
## 2102 Moderately differentiated                     2 Regional         20
## 2103       Well differentiated                     1 Regional         40
## 2104 Moderately differentiated                     2 Regional         15
## 2105 Moderately differentiated                     2 Regional         30
## 2106     Poorly differentiated                     3 Regional         25
## 2107 Moderately differentiated                     2 Regional         65
## 2108     Poorly differentiated                     3 Regional         78
## 2109 Moderately differentiated                     2 Regional         14
## 2110 Moderately differentiated                     2 Regional          5
## 2111     Poorly differentiated                     3 Regional         13
## 2112 Moderately differentiated                     2 Regional         15
## 2113 Moderately differentiated                     2 Regional         15
## 2114 Moderately differentiated                     2 Regional          7
## 2115 Moderately differentiated                     2 Regional         14
## 2116       Well differentiated                     1 Regional         13
## 2117 Moderately differentiated                     2 Regional         22
## 2118 Moderately differentiated                     2 Regional         14
## 2119 Moderately differentiated                     2  Distant         25
## 2120 Moderately differentiated                     2 Regional         10
## 2121 Moderately differentiated                     2 Regional         11
## 2122 Moderately differentiated                     2 Regional         14
## 2123     Poorly differentiated                     3 Regional         13
## 2124 Moderately differentiated                     2 Regional         10
## 2125 Moderately differentiated                     2 Regional          6
## 2126     Poorly differentiated                     3 Regional         21
## 2127     Poorly differentiated                     3 Regional         40
## 2128 Moderately differentiated                     2 Regional         16
## 2129 Moderately differentiated                     2 Regional          5
## 2130     Poorly differentiated                     3 Regional         18
## 2131       Well differentiated                     1 Regional         14
## 2132 Moderately differentiated                     2 Regional         42
## 2133 Moderately differentiated                     2 Regional         32
## 2134 Moderately differentiated                     2 Regional         28
## 2135     Poorly differentiated                     3 Regional         28
## 2136 Moderately differentiated                     2 Regional         60
## 2137       Well differentiated                     1  Distant         35
## 2138 Moderately differentiated                     2 Regional         85
## 2139       Well differentiated                     1 Regional         12
## 2140     Poorly differentiated                     3 Regional         20
## 2141 Moderately differentiated                     2 Regional         27
## 2142 Moderately differentiated                     2 Regional         36
## 2143 Moderately differentiated                     2 Regional         33
## 2144 Moderately differentiated                     2 Regional         23
## 2145 Moderately differentiated                     2 Regional         13
## 2146 Moderately differentiated                     2 Regional          4
## 2147 Moderately differentiated                     2 Regional         25
## 2148 Moderately differentiated                     2 Regional         80
## 2149 Moderately differentiated                     2 Regional         55
## 2150 Moderately differentiated                     2 Regional         45
## 2151 Moderately differentiated                     2 Regional         11
## 2152 Moderately differentiated                     2 Regional         37
## 2153     Poorly differentiated                     3 Regional         30
## 2154       Well differentiated                     1 Regional         18
## 2155       Well differentiated                     1 Regional         16
## 2156     Poorly differentiated                     3 Regional         15
## 2157     Poorly differentiated                     3 Regional         42
## 2158 Moderately differentiated                     2 Regional         75
## 2159       Well differentiated                     1 Regional         15
## 2160     Poorly differentiated                     3 Regional         35
## 2161     Poorly differentiated                     3 Regional         28
## 2162     Poorly differentiated                     3 Regional         15
## 2163 Moderately differentiated                     2 Regional         24
## 2164 Moderately differentiated                     2 Regional         23
## 2165       Well differentiated                     1 Regional         61
## 2166 Moderately differentiated                     2 Regional         75
## 2167 Moderately differentiated                     2 Regional         10
## 2168 Moderately differentiated                     2 Regional         21
## 2169 Moderately differentiated                     2 Regional         12
## 2170       Well differentiated                     1 Regional         22
## 2171 Moderately differentiated                     2 Regional         32
## 2172 Moderately differentiated                     2 Regional         28
## 2173          Undifferentiated  anaplastic; Grade IV Regional         70
## 2174     Poorly differentiated                     3 Regional         65
## 2175 Moderately differentiated                     2 Regional         16
## 2176 Moderately differentiated                     2 Regional         10
## 2177 Moderately differentiated                     2 Regional        110
## 2178          Undifferentiated  anaplastic; Grade IV Regional         25
## 2179       Well differentiated                     1 Regional         24
## 2180       Well differentiated                     1 Regional          8
## 2181 Moderately differentiated                     2 Regional         25
## 2182       Well differentiated                     1  Distant          9
## 2183     Poorly differentiated                     3 Regional         14
## 2184     Poorly differentiated                     3 Regional         40
## 2185     Poorly differentiated                     3 Regional         10
## 2186 Moderately differentiated                     2 Regional         40
## 2187       Well differentiated                     1 Regional         10
## 2188     Poorly differentiated                     3 Regional          8
## 2189 Moderately differentiated                     2 Regional         38
## 2190 Moderately differentiated                     2 Regional         18
## 2191 Moderately differentiated                     2 Regional         12
## 2192 Moderately differentiated                     2 Regional         30
## 2193     Poorly differentiated                     3 Regional         23
## 2194     Poorly differentiated                     3 Regional         70
## 2195     Poorly differentiated                     3 Regional         15
## 2196 Moderately differentiated                     2 Regional         36
## 2197     Poorly differentiated                     3 Regional         26
## 2198 Moderately differentiated                     2 Regional         25
## 2199     Poorly differentiated                     3 Regional         25
## 2200       Well differentiated                     1 Regional         15
## 2201 Moderately differentiated                     2 Regional          6
## 2202 Moderately differentiated                     2 Regional         14
## 2203 Moderately differentiated                     2 Regional         19
## 2204 Moderately differentiated                     2 Regional          8
## 2205 Moderately differentiated                     2 Regional         17
## 2206 Moderately differentiated                     2 Regional         35
## 2207     Poorly differentiated                     3 Regional         70
## 2208 Moderately differentiated                     2 Regional         15
## 2209 Moderately differentiated                     2 Regional         50
## 2210       Well differentiated                     1 Regional         14
## 2211 Moderately differentiated                     2 Regional         21
## 2212 Moderately differentiated                     2 Regional         30
## 2213       Well differentiated                     1 Regional         30
## 2214 Moderately differentiated                     2 Regional         20
## 2215       Well differentiated                     1 Regional         34
## 2216     Poorly differentiated                     3 Regional         14
## 2217     Poorly differentiated                     3 Regional         25
## 2218 Moderately differentiated                     2 Regional         18
## 2219 Moderately differentiated                     2 Regional        101
## 2220 Moderately differentiated                     2 Regional         20
## 2221     Poorly differentiated                     3 Regional         35
## 2222       Well differentiated                     1 Regional         20
## 2223 Moderately differentiated                     2 Regional         16
## 2224       Well differentiated                     1 Regional         75
## 2225 Moderately differentiated                     2 Regional         70
## 2226     Poorly differentiated                     3 Regional         29
## 2227 Moderately differentiated                     2 Regional         84
## 2228 Moderately differentiated                     2 Regional         22
## 2229 Moderately differentiated                     2 Regional         90
## 2230 Moderately differentiated                     2 Regional         20
## 2231 Moderately differentiated                     2 Regional         45
## 2232 Moderately differentiated                     2 Regional         22
## 2233 Moderately differentiated                     2 Regional         37
## 2234 Moderately differentiated                     2 Regional         50
## 2235 Moderately differentiated                     2 Regional         22
## 2236 Moderately differentiated                     2 Regional         25
## 2237     Poorly differentiated                     3 Regional         10
## 2238       Well differentiated                     1 Regional         40
## 2239     Poorly differentiated                     3 Regional         32
## 2240     Poorly differentiated                     3 Regional         60
## 2241 Moderately differentiated                     2 Regional        100
## 2242       Well differentiated                     1 Regional         55
## 2243 Moderately differentiated                     2 Regional         60
## 2244 Moderately differentiated                     2 Regional         11
## 2245 Moderately differentiated                     2 Regional         70
## 2246 Moderately differentiated                     2 Regional         20
## 2247          Undifferentiated  anaplastic; Grade IV Regional         55
## 2248       Well differentiated                     1 Regional         19
## 2249 Moderately differentiated                     2 Regional         17
## 2250 Moderately differentiated                     2 Regional         90
## 2251 Moderately differentiated                     2 Regional         35
## 2252       Well differentiated                     1 Regional         17
## 2253 Moderately differentiated                     2 Regional         35
## 2254     Poorly differentiated                     3 Regional         27
## 2255 Moderately differentiated                     2 Regional         26
## 2256 Moderately differentiated                     2 Regional         23
## 2257     Poorly differentiated                     3 Regional         19
## 2258 Moderately differentiated                     2 Regional         35
## 2259 Moderately differentiated                     2 Regional         50
## 2260       Well differentiated                     1 Regional         12
## 2261 Moderately differentiated                     2 Regional         11
## 2262     Poorly differentiated                     3 Regional         15
## 2263     Poorly differentiated                     3 Regional         39
## 2264       Well differentiated                     1 Regional         60
## 2265 Moderately differentiated                     2 Regional         11
## 2266       Well differentiated                     1 Regional         90
## 2267 Moderately differentiated                     2 Regional         27
## 2268 Moderately differentiated                     2 Regional         14
## 2269     Poorly differentiated                     3 Regional         25
## 2270 Moderately differentiated                     2 Regional         19
## 2271 Moderately differentiated                     2 Regional         50
## 2272 Moderately differentiated                     2 Regional         60
## 2273 Moderately differentiated                     2 Regional         11
## 2274       Well differentiated                     1 Regional         90
## 2275 Moderately differentiated                     2 Regional         65
## 2276       Well differentiated                     1 Regional         11
## 2277 Moderately differentiated                     2 Regional         30
## 2278 Moderately differentiated                     2 Regional         30
## 2279 Moderately differentiated                     2 Regional         95
## 2280 Moderately differentiated                     2 Regional         50
## 2281     Poorly differentiated                     3 Regional         12
## 2282     Poorly differentiated                     3 Regional         55
## 2283     Poorly differentiated                     3 Regional         28
## 2284       Well differentiated                     1 Regional        100
## 2285 Moderately differentiated                     2 Regional         22
## 2286 Moderately differentiated                     2 Regional         20
## 2287 Moderately differentiated                     2 Regional         35
## 2288     Poorly differentiated                     3 Regional         20
## 2289 Moderately differentiated                     2 Regional          4
## 2290     Poorly differentiated                     3 Regional         12
## 2291     Poorly differentiated                     3 Regional         17
## 2292 Moderately differentiated                     2 Regional         20
## 2293 Moderately differentiated                     2 Regional         25
## 2294     Poorly differentiated                     3 Regional         40
## 2295 Moderately differentiated                     2 Regional         25
## 2296     Poorly differentiated                     3 Regional         15
## 2297 Moderately differentiated                     2 Regional         50
## 2298 Moderately differentiated                     2 Regional         30
## 2299       Well differentiated                     1 Regional         30
## 2300 Moderately differentiated                     2 Regional         24
## 2301     Poorly differentiated                     3 Regional         75
## 2302     Poorly differentiated                     3 Regional         19
## 2303 Moderately differentiated                     2 Regional         15
## 2304 Moderately differentiated                     2 Regional         55
## 2305 Moderately differentiated                     2 Regional         92
## 2306 Moderately differentiated                     2 Regional         12
## 2307 Moderately differentiated                     2 Regional         14
## 2308 Moderately differentiated                     2 Regional         40
## 2309     Poorly differentiated                     3 Regional         14
## 2310 Moderately differentiated                     2 Regional         35
## 2311 Moderately differentiated                     2 Regional         25
## 2312 Moderately differentiated                     2 Regional         17
## 2313     Poorly differentiated                     3 Regional         60
## 2314 Moderately differentiated                     2 Regional         22
## 2315     Poorly differentiated                     3 Regional         30
## 2316 Moderately differentiated                     2 Regional         12
## 2317 Moderately differentiated                     2 Regional         55
## 2318 Moderately differentiated                     2 Regional         16
## 2319     Poorly differentiated                     3 Regional         60
## 2320 Moderately differentiated                     2 Regional         18
## 2321     Poorly differentiated                     3 Regional         30
## 2322       Well differentiated                     1 Regional         15
## 2323     Poorly differentiated                     3 Regional         45
## 2324       Well differentiated                     1 Regional         13
## 2325     Poorly differentiated                     3 Regional         40
## 2326     Poorly differentiated                     3 Regional         30
## 2327 Moderately differentiated                     2 Regional         20
## 2328     Poorly differentiated                     3 Regional         20
## 2329       Well differentiated                     1 Regional         12
## 2330 Moderately differentiated                     2 Regional         12
## 2331     Poorly differentiated                     3 Regional         11
## 2332 Moderately differentiated                     2 Regional         22
## 2333 Moderately differentiated                     2 Regional         22
## 2334 Moderately differentiated                     2 Regional         12
## 2335       Well differentiated                     1  Distant         55
## 2336 Moderately differentiated                     2 Regional         20
## 2337 Moderately differentiated                     2 Regional          4
## 2338 Moderately differentiated                     2 Regional         50
## 2339 Moderately differentiated                     2 Regional         25
## 2340     Poorly differentiated                     3 Regional        130
## 2341     Poorly differentiated                     3 Regional         75
## 2342     Poorly differentiated                     3 Regional         11
## 2343 Moderately differentiated                     2 Regional         33
## 2344 Moderately differentiated                     2 Regional         32
## 2345 Moderately differentiated                     2 Regional         24
## 2346     Poorly differentiated                     3 Regional         35
## 2347 Moderately differentiated                     2 Regional         21
## 2348 Moderately differentiated                     2 Regional         21
## 2349 Moderately differentiated                     2 Regional         25
## 2350 Moderately differentiated                     2 Regional         24
## 2351     Poorly differentiated                     3 Regional         19
## 2352     Poorly differentiated                     3 Regional         22
## 2353     Poorly differentiated                     3 Regional         60
## 2354       Well differentiated                     1 Regional         12
## 2355 Moderately differentiated                     2 Regional         16
## 2356 Moderately differentiated                     2 Regional         85
## 2357 Moderately differentiated                     2 Regional         12
## 2358       Well differentiated                     1 Regional         60
## 2359     Poorly differentiated                     3 Regional         17
## 2360     Poorly differentiated                     3  Distant         83
## 2361       Well differentiated                     1 Regional         20
## 2362     Poorly differentiated                     3 Regional         20
## 2363     Poorly differentiated                     3  Distant         35
## 2364 Moderately differentiated                     2 Regional         50
## 2365 Moderately differentiated                     2 Regional         10
## 2366 Moderately differentiated                     2 Regional         39
## 2367 Moderately differentiated                     2  Distant         18
## 2368 Moderately differentiated                     2  Distant         76
## 2369     Poorly differentiated                     3 Regional         25
## 2370       Well differentiated                     1 Regional          9
## 2371 Moderately differentiated                     2 Regional          9
## 2372 Moderately differentiated                     2 Regional          4
## 2373     Poorly differentiated                     3 Regional         33
## 2374       Well differentiated                     1 Regional          9
## 2375 Moderately differentiated                     2 Regional         15
## 2376 Moderately differentiated                     2 Regional         23
## 2377     Poorly differentiated                     3 Regional         12
## 2378 Moderately differentiated                     2 Regional         18
## 2379     Poorly differentiated                     3 Regional         70
## 2380       Well differentiated                     1 Regional         16
## 2381     Poorly differentiated                     3 Regional         97
## 2382       Well differentiated                     1 Regional         35
## 2383 Moderately differentiated                     2 Regional         17
## 2384     Poorly differentiated                     3 Regional          2
## 2385     Poorly differentiated                     3 Regional         20
## 2386 Moderately differentiated                     2 Regional          8
## 2387       Well differentiated                     1 Regional         19
## 2388 Moderately differentiated                     2 Regional         15
## 2389     Poorly differentiated                     3 Regional         27
## 2390 Moderately differentiated                     2 Regional         18
## 2391 Moderately differentiated                     2 Regional         25
## 2392 Moderately differentiated                     2 Regional         23
## 2393       Well differentiated                     1 Regional         17
## 2394       Well differentiated                     1 Regional         11
## 2395 Moderately differentiated                     2 Regional         24
## 2396     Poorly differentiated                     3 Regional         25
## 2397 Moderately differentiated                     2 Regional         20
## 2398 Moderately differentiated                     2 Regional         12
## 2399 Moderately differentiated                     2 Regional         12
## 2400       Well differentiated                     1 Regional         35
## 2401 Moderately differentiated                     2 Regional         60
## 2402       Well differentiated                     1 Regional         22
## 2403 Moderately differentiated                     2 Regional         30
## 2404       Well differentiated                     1 Regional         15
## 2405     Poorly differentiated                     3 Regional         22
## 2406 Moderately differentiated                     2 Regional         23
## 2407     Poorly differentiated                     3 Regional         35
## 2408 Moderately differentiated                     2 Regional         18
## 2409 Moderately differentiated                     2 Regional         30
## 2410 Moderately differentiated                     2 Regional         25
## 2411 Moderately differentiated                     2 Regional         12
## 2412          Undifferentiated  anaplastic; Grade IV Regional         18
## 2413 Moderately differentiated                     2 Regional         75
## 2414 Moderately differentiated                     2 Regional         15
## 2415 Moderately differentiated                     2 Regional         24
## 2416       Well differentiated                     1 Regional         15
## 2417     Poorly differentiated                     3 Regional         60
## 2418 Moderately differentiated                     2 Regional         45
## 2419 Moderately differentiated                     2 Regional         13
## 2420       Well differentiated                     1 Regional         45
## 2421 Moderately differentiated                     2 Regional         21
## 2422 Moderately differentiated                     2 Regional         11
## 2423     Poorly differentiated                     3 Regional         30
## 2424     Poorly differentiated                     3 Regional         29
## 2425 Moderately differentiated                     2 Regional         14
## 2426     Poorly differentiated                     3 Regional         60
## 2427 Moderately differentiated                     2 Regional         68
## 2428 Moderately differentiated                     2 Regional         30
## 2429 Moderately differentiated                     2 Regional          7
## 2430 Moderately differentiated                     2 Regional         16
## 2431 Moderately differentiated                     2 Regional          6
## 2432 Moderately differentiated                     2 Regional         20
## 2433 Moderately differentiated                     2 Regional         10
## 2434 Moderately differentiated                     2 Regional         17
## 2435 Moderately differentiated                     2 Regional         30
## 2436 Moderately differentiated                     2 Regional          1
## 2437     Poorly differentiated                     3 Regional         18
## 2438 Moderately differentiated                     2 Regional         12
## 2439       Well differentiated                     1 Regional         16
## 2440       Well differentiated                     1 Regional          7
## 2441     Poorly differentiated                     3 Regional          2
## 2442 Moderately differentiated                     2 Regional         21
## 2443       Well differentiated                     1 Regional        115
## 2444 Moderately differentiated                     2 Regional         24
## 2445 Moderately differentiated                     2 Regional         15
## 2446     Poorly differentiated                     3 Regional         40
## 2447 Moderately differentiated                     2 Regional         24
## 2448 Moderately differentiated                     2 Regional         29
## 2449 Moderately differentiated                     2 Regional         55
## 2450 Moderately differentiated                     2 Regional          6
## 2451 Moderately differentiated                     2 Regional         20
## 2452     Poorly differentiated                     3 Regional         12
## 2453 Moderately differentiated                     2 Regional         30
## 2454       Well differentiated                     1 Regional         30
## 2455 Moderately differentiated                     2 Regional         24
## 2456       Well differentiated                     1 Regional         70
## 2457 Moderately differentiated                     2 Regional         30
## 2458     Poorly differentiated                     3 Regional         31
## 2459 Moderately differentiated                     2 Regional         10
## 2460 Moderately differentiated                     2 Regional         15
## 2461 Moderately differentiated                     2 Regional         15
## 2462 Moderately differentiated                     2 Regional         12
## 2463     Poorly differentiated                     3 Regional         40
## 2464 Moderately differentiated                     2 Regional         34
## 2465     Poorly differentiated                     3 Regional         20
## 2466     Poorly differentiated                     3 Regional         30
## 2467 Moderately differentiated                     2 Regional          9
## 2468 Moderately differentiated                     2 Regional         35
## 2469 Moderately differentiated                     2 Regional         13
## 2470     Poorly differentiated                     3 Regional         21
## 2471     Poorly differentiated                     3 Regional         12
## 2472 Moderately differentiated                     2 Regional         51
## 2473 Moderately differentiated                     2 Regional         31
## 2474     Poorly differentiated                     3 Regional         60
## 2475 Moderately differentiated                     2 Regional         25
## 2476 Moderately differentiated                     2 Regional         28
## 2477 Moderately differentiated                     2 Regional         10
## 2478     Poorly differentiated                     3 Regional         30
## 2479 Moderately differentiated                     2 Regional         23
## 2480 Moderately differentiated                     2 Regional         11
## 2481     Poorly differentiated                     3 Regional        100
## 2482       Well differentiated                     1 Regional         28
## 2483 Moderately differentiated                     2 Regional         45
## 2484 Moderately differentiated                     2 Regional         10
## 2485 Moderately differentiated                     2 Regional         73
## 2486     Poorly differentiated                     3 Regional         11
## 2487     Poorly differentiated                     3 Regional         30
## 2488 Moderately differentiated                     2 Regional         12
## 2489 Moderately differentiated                     2 Regional         17
## 2490     Poorly differentiated                     3 Regional         38
## 2491     Poorly differentiated                     3 Regional         28
## 2492 Moderately differentiated                     2 Regional         15
## 2493 Moderately differentiated                     2 Regional         17
## 2494 Moderately differentiated                     2 Regional         46
## 2495 Moderately differentiated                     2 Regional         25
## 2496     Poorly differentiated                     3  Distant         25
## 2497 Moderately differentiated                     2 Regional         15
## 2498       Well differentiated                     1 Regional         20
## 2499 Moderately differentiated                     2 Regional         15
## 2500 Moderately differentiated                     2 Regional         40
## 2501     Poorly differentiated                     3 Regional         40
## 2502     Poorly differentiated                     3 Regional         25
## 2503 Moderately differentiated                     2  Distant         85
## 2504       Well differentiated                     1 Regional         33
## 2505     Poorly differentiated                     3 Regional         16
## 2506     Poorly differentiated                     3 Regional         25
## 2507     Poorly differentiated                     3 Regional        120
## 2508 Moderately differentiated                     2 Regional         60
## 2509       Well differentiated                     1 Regional         17
## 2510 Moderately differentiated                     2 Regional         16
## 2511     Poorly differentiated                     3 Regional         30
## 2512     Poorly differentiated                     3 Regional         13
## 2513 Moderately differentiated                     2 Regional         15
## 2514 Moderately differentiated                     2 Regional         18
## 2515 Moderately differentiated                     2 Regional         20
## 2516     Poorly differentiated                     3 Regional         24
## 2517 Moderately differentiated                     2 Regional         56
## 2518 Moderately differentiated                     2 Regional         25
## 2519       Well differentiated                     1 Regional         28
## 2520     Poorly differentiated                     3 Regional         45
## 2521 Moderately differentiated                     2 Regional         29
## 2522 Moderately differentiated                     2 Regional         15
## 2523 Moderately differentiated                     2 Regional         45
## 2524 Moderately differentiated                     2 Regional         13
## 2525 Moderately differentiated                     2 Regional         21
## 2526       Well differentiated                     1 Regional         45
## 2527 Moderately differentiated                     2 Regional         19
## 2528 Moderately differentiated                     2 Regional         45
## 2529     Poorly differentiated                     3 Regional         27
## 2530       Well differentiated                     1 Regional         23
## 2531 Moderately differentiated                     2 Regional         30
## 2532     Poorly differentiated                     3  Distant         40
## 2533       Well differentiated                     1 Regional         80
## 2534       Well differentiated                     1 Regional         40
## 2535 Moderately differentiated                     2 Regional         15
## 2536 Moderately differentiated                     2 Regional         25
## 2537 Moderately differentiated                     2 Regional         12
## 2538       Well differentiated                     1 Regional         20
## 2539 Moderately differentiated                     2 Regional         37
## 2540 Moderately differentiated                     2 Regional         21
## 2541 Moderately differentiated                     2 Regional         17
## 2542       Well differentiated                     1 Regional         37
## 2543 Moderately differentiated                     2 Regional         19
## 2544       Well differentiated                     1 Regional          8
## 2545 Moderately differentiated                     2 Regional         17
## 2546     Poorly differentiated                     3 Regional         35
## 2547     Poorly differentiated                     3 Regional         40
## 2548 Moderately differentiated                     2 Regional         11
## 2549     Poorly differentiated                     3 Regional         47
## 2550 Moderately differentiated                     2 Regional         21
## 2551     Poorly differentiated                     3 Regional         18
## 2552     Poorly differentiated                     3 Regional         22
## 2553     Poorly differentiated                     3 Regional         20
## 2554 Moderately differentiated                     2 Regional         55
## 2555 Moderately differentiated                     2 Regional         25
## 2556       Well differentiated                     1 Regional         11
## 2557       Well differentiated                     1 Regional         12
## 2558 Moderately differentiated                     2 Regional         14
## 2559 Moderately differentiated                     2 Regional         42
## 2560 Moderately differentiated                     2 Regional          9
## 2561 Moderately differentiated                     2 Regional         25
## 2562     Poorly differentiated                     3 Regional         35
## 2563       Well differentiated                     1 Regional         40
## 2564     Poorly differentiated                     3 Regional         90
## 2565     Poorly differentiated                     3 Regional         20
## 2566 Moderately differentiated                     2 Regional         45
## 2567       Well differentiated                     1 Regional         30
## 2568 Moderately differentiated                     2 Regional         35
## 2569 Moderately differentiated                     2 Regional         62
## 2570       Well differentiated                     1 Regional         12
## 2571       Well differentiated                     1 Regional          8
## 2572 Moderately differentiated                     2 Regional         56
## 2573 Moderately differentiated                     2 Regional         15
## 2574     Poorly differentiated                     3 Regional         29
## 2575     Poorly differentiated                     3 Regional         66
## 2576 Moderately differentiated                     2 Regional         11
## 2577 Moderately differentiated                     2 Regional         50
## 2578       Well differentiated                     1 Regional         35
## 2579 Moderately differentiated                     2 Regional         45
## 2580 Moderately differentiated                     2 Regional         65
## 2581 Moderately differentiated                     2 Regional         50
## 2582 Moderately differentiated                     2 Regional         17
## 2583     Poorly differentiated                     3  Distant         38
## 2584 Moderately differentiated                     2 Regional         20
## 2585 Moderately differentiated                     2 Regional         42
## 2586 Moderately differentiated                     2 Regional         60
## 2587     Poorly differentiated                     3 Regional          5
## 2588     Poorly differentiated                     3 Regional         35
## 2589     Poorly differentiated                     3 Regional         24
## 2590     Poorly differentiated                     3 Regional         12
## 2591     Poorly differentiated                     3 Regional         29
## 2592 Moderately differentiated                     2 Regional          7
## 2593 Moderately differentiated                     2 Regional         35
## 2594       Well differentiated                     1 Regional         15
## 2595 Moderately differentiated                     2 Regional         85
## 2596 Moderately differentiated                     2 Regional         12
## 2597     Poorly differentiated                     3 Regional         35
## 2598 Moderately differentiated                     2 Regional         22
## 2599       Well differentiated                     1 Regional         25
## 2600 Moderately differentiated                     2 Regional         35
## 2601     Poorly differentiated                     3  Distant         80
## 2602 Moderately differentiated                     2 Regional         15
## 2603     Poorly differentiated                     3 Regional         30
## 2604 Moderately differentiated                     2 Regional         39
## 2605 Moderately differentiated                     2 Regional         40
## 2606     Poorly differentiated                     3 Regional         60
## 2607       Well differentiated                     1 Regional         32
## 2608     Poorly differentiated                     3 Regional         28
## 2609 Moderately differentiated                     2 Regional         15
## 2610     Poorly differentiated                     3 Regional         25
## 2611 Moderately differentiated                     2 Regional         40
## 2612     Poorly differentiated                     3 Regional         13
## 2613 Moderately differentiated                     2 Regional         74
## 2614     Poorly differentiated                     3 Regional         35
## 2615 Moderately differentiated                     2 Regional         18
## 2616 Moderately differentiated                     2 Regional         25
## 2617     Poorly differentiated                     3 Regional         38
## 2618 Moderately differentiated                     2 Regional         22
## 2619 Moderately differentiated                     2 Regional         20
## 2620 Moderately differentiated                     2 Regional          7
## 2621       Well differentiated                     1 Regional         13
## 2622 Moderately differentiated                     2 Regional         15
## 2623     Poorly differentiated                     3 Regional         33
## 2624 Moderately differentiated                     2 Regional         80
## 2625 Moderately differentiated                     2 Regional          6
## 2626 Moderately differentiated                     2 Regional         30
## 2627     Poorly differentiated                     3 Regional         22
## 2628     Poorly differentiated                     3 Regional         34
## 2629     Poorly differentiated                     3 Regional         27
## 2630 Moderately differentiated                     2 Regional         10
## 2631     Poorly differentiated                     3 Regional         60
## 2632 Moderately differentiated                     2 Regional         34
## 2633     Poorly differentiated                     3 Regional         28
## 2634 Moderately differentiated                     2 Regional         13
## 2635       Well differentiated                     1 Regional         17
## 2636       Well differentiated                     1 Regional         15
## 2637 Moderately differentiated                     2 Regional         20
## 2638 Moderately differentiated                     2 Regional         18
## 2639 Moderately differentiated                     2 Regional         75
## 2640 Moderately differentiated                     2 Regional         26
## 2641     Poorly differentiated                     3 Regional         70
## 2642     Poorly differentiated                     3 Regional         52
## 2643 Moderately differentiated                     2 Regional         14
## 2644       Well differentiated                     1 Regional         25
## 2645     Poorly differentiated                     3 Regional         50
## 2646 Moderately differentiated                     2 Regional         17
## 2647 Moderately differentiated                     2 Regional         25
## 2648     Poorly differentiated                     3 Regional         22
## 2649     Poorly differentiated                     3 Regional         18
## 2650     Poorly differentiated                     3 Regional         20
## 2651 Moderately differentiated                     2 Regional         68
## 2652     Poorly differentiated                     3 Regional          5
## 2653 Moderately differentiated                     2 Regional         20
## 2654 Moderately differentiated                     2 Regional         55
## 2655       Well differentiated                     1 Regional         15
## 2656     Poorly differentiated                     3 Regional         25
## 2657 Moderately differentiated                     2 Regional         35
## 2658       Well differentiated                     1 Regional         15
## 2659 Moderately differentiated                     2 Regional         21
## 2660 Moderately differentiated                     2 Regional         15
## 2661     Poorly differentiated                     3 Regional         35
## 2662       Well differentiated                     1 Regional         65
## 2663 Moderately differentiated                     2 Regional         25
## 2664 Moderately differentiated                     2 Regional         65
## 2665     Poorly differentiated                     3 Regional         40
## 2666 Moderately differentiated                     2 Regional         14
## 2667       Well differentiated                     1 Regional         12
## 2668 Moderately differentiated                     2 Regional         35
## 2669       Well differentiated                     1 Regional         14
## 2670 Moderately differentiated                     2 Regional         75
## 2671     Poorly differentiated                     3 Regional         90
## 2672     Poorly differentiated                     3 Regional         16
## 2673 Moderately differentiated                     2 Regional        120
## 2674       Well differentiated                     1 Regional         15
## 2675 Moderately differentiated                     2 Regional         55
## 2676 Moderately differentiated                     2 Regional         35
## 2677 Moderately differentiated                     2 Regional         21
## 2678     Poorly differentiated                     3 Regional         40
## 2679       Well differentiated                     1 Regional         19
## 2680       Well differentiated                     1 Regional         18
## 2681 Moderately differentiated                     2 Regional         30
## 2682 Moderately differentiated                     2 Regional         21
## 2683     Poorly differentiated                     3 Regional         60
## 2684     Poorly differentiated                     3 Regional         17
## 2685 Moderately differentiated                     2 Regional         77
## 2686 Moderately differentiated                     2 Regional         20
## 2687     Poorly differentiated                     3 Regional         35
## 2688       Well differentiated                     1 Regional         12
## 2689 Moderately differentiated                     2 Regional         25
## 2690 Moderately differentiated                     2 Regional         16
## 2691 Moderately differentiated                     2 Regional         10
## 2692 Moderately differentiated                     2 Regional         15
## 2693 Moderately differentiated                     2 Regional         24
## 2694 Moderately differentiated                     2 Regional         34
## 2695 Moderately differentiated                     2 Regional        125
## 2696     Poorly differentiated                     3 Regional         45
## 2697 Moderately differentiated                     2 Regional         57
## 2698     Poorly differentiated                     3 Regional         75
## 2699       Well differentiated                     1  Distant         60
## 2700     Poorly differentiated                     3 Regional         20
## 2701     Poorly differentiated                     3 Regional         90
## 2702       Well differentiated                     1 Regional         14
## 2703       Well differentiated                     1 Regional          4
## 2704     Poorly differentiated                     3 Regional         60
## 2705 Moderately differentiated                     2 Regional         21
## 2706 Moderately differentiated                     2 Regional         27
## 2707 Moderately differentiated                     2 Regional         50
## 2708 Moderately differentiated                     2 Regional         25
## 2709 Moderately differentiated                     2 Regional         17
## 2710 Moderately differentiated                     2 Regional         60
## 2711 Moderately differentiated                     2 Regional         19
## 2712 Moderately differentiated                     2 Regional         50
## 2713     Poorly differentiated                     3 Regional         40
## 2714     Poorly differentiated                     3 Regional         10
## 2715     Poorly differentiated                     3  Distant         30
## 2716     Poorly differentiated                     3 Regional         60
## 2717 Moderately differentiated                     2 Regional         70
## 2718          Undifferentiated  anaplastic; Grade IV Regional         52
## 2719 Moderately differentiated                     2 Regional         15
## 2720 Moderately differentiated                     2 Regional         17
## 2721     Poorly differentiated                     3 Regional         13
## 2722 Moderately differentiated                     2 Regional         20
## 2723 Moderately differentiated                     2 Regional         28
## 2724 Moderately differentiated                     2 Regional         15
## 2725 Moderately differentiated                     2 Regional          9
## 2726     Poorly differentiated                     3 Regional         30
## 2727 Moderately differentiated                     2 Regional         11
## 2728     Poorly differentiated                     3 Regional         15
## 2729     Poorly differentiated                     3 Regional          5
## 2730       Well differentiated                     1 Regional         20
## 2731 Moderately differentiated                     2 Regional         15
## 2732       Well differentiated                     1 Regional         25
## 2733 Moderately differentiated                     2 Regional         23
## 2734 Moderately differentiated                     2 Regional         18
## 2735 Moderately differentiated                     2 Regional         30
## 2736 Moderately differentiated                     2 Regional         25
## 2737       Well differentiated                     1 Regional         38
## 2738     Poorly differentiated                     3 Regional         60
## 2739 Moderately differentiated                     2 Regional         37
## 2740     Poorly differentiated                     3 Regional        100
## 2741     Poorly differentiated                     3 Regional         35
## 2742     Poorly differentiated                     3 Regional         18
## 2743       Well differentiated                     1 Regional         15
## 2744     Poorly differentiated                     3 Regional         35
## 2745       Well differentiated                     1 Regional         85
## 2746     Poorly differentiated                     3 Regional         15
## 2747 Moderately differentiated                     2 Regional         26
## 2748 Moderately differentiated                     2 Regional         35
## 2749 Moderately differentiated                     2 Regional         80
## 2750 Moderately differentiated                     2 Regional         15
## 2751       Well differentiated                     1 Regional         25
## 2752     Poorly differentiated                     3 Regional         20
## 2753 Moderately differentiated                     2 Regional         20
## 2754     Poorly differentiated                     3 Regional         32
## 2755     Poorly differentiated                     3 Regional         40
## 2756 Moderately differentiated                     2  Distant         35
## 2757       Well differentiated                     1 Regional         25
## 2758 Moderately differentiated                     2 Regional         24
## 2759     Poorly differentiated                     3 Regional         26
## 2760 Moderately differentiated                     2 Regional        104
## 2761 Moderately differentiated                     2 Regional         51
## 2762     Poorly differentiated                     3  Distant         30
## 2763 Moderately differentiated                     2 Regional         35
## 2764 Moderately differentiated                     2 Regional         25
## 2765 Moderately differentiated                     2 Regional         16
## 2766 Moderately differentiated                     2 Regional         16
## 2767 Moderately differentiated                     2 Regional         25
## 2768 Moderately differentiated                     2 Regional        100
## 2769 Moderately differentiated                     2 Regional         60
## 2770 Moderately differentiated                     2 Regional         52
## 2771 Moderately differentiated                     2 Regional         23
## 2772 Moderately differentiated                     2 Regional         16
## 2773 Moderately differentiated                     2 Regional         25
## 2774     Poorly differentiated                     3 Regional         30
## 2775 Moderately differentiated                     2 Regional         17
## 2776 Moderately differentiated                     2 Regional         19
## 2777 Moderately differentiated                     2 Regional         10
## 2778     Poorly differentiated                     3 Regional         18
## 2779 Moderately differentiated                     2 Regional         10
## 2780 Moderately differentiated                     2 Regional         10
## 2781 Moderately differentiated                     2 Regional         12
## 2782     Poorly differentiated                     3 Regional         18
## 2783 Moderately differentiated                     2 Regional         60
## 2784 Moderately differentiated                     2 Regional         45
## 2785 Moderately differentiated                     2 Regional         10
## 2786 Moderately differentiated                     2 Regional         25
## 2787 Moderately differentiated                     2 Regional         22
## 2788 Moderately differentiated                     2 Regional         17
## 2789 Moderately differentiated                     2 Regional         15
## 2790     Poorly differentiated                     3 Regional         30
## 2791 Moderately differentiated                     2 Regional         37
## 2792 Moderately differentiated                     2 Regional         55
## 2793 Moderately differentiated                     2 Regional         65
## 2794 Moderately differentiated                     2 Regional         75
## 2795     Poorly differentiated                     3 Regional         14
## 2796 Moderately differentiated                     2 Regional         11
## 2797     Poorly differentiated                     3 Regional         52
## 2798     Poorly differentiated                     3 Regional         27
## 2799     Poorly differentiated                     3 Regional         49
## 2800     Poorly differentiated                     3 Regional         46
## 2801 Moderately differentiated                     2 Regional         22
## 2802 Moderately differentiated                     2 Regional         40
## 2803 Moderately differentiated                     2 Regional         25
## 2804 Moderately differentiated                     2 Regional         50
## 2805     Poorly differentiated                     3 Regional         50
## 2806 Moderately differentiated                     2 Regional         30
## 2807 Moderately differentiated                     2 Regional         13
## 2808     Poorly differentiated                     3 Regional         21
## 2809 Moderately differentiated                     2 Regional         40
## 2810     Poorly differentiated                     3 Regional          7
## 2811 Moderately differentiated                     2 Regional         25
## 2812 Moderately differentiated                     2 Regional         51
## 2813     Poorly differentiated                     3 Regional         26
## 2814     Poorly differentiated                     3 Regional         20
## 2815       Well differentiated                     1 Regional          8
## 2816 Moderately differentiated                     2 Regional         40
## 2817       Well differentiated                     1 Regional         10
## 2818 Moderately differentiated                     2 Regional         17
## 2819 Moderately differentiated                     2 Regional          2
## 2820 Moderately differentiated                     2 Regional         63
## 2821 Moderately differentiated                     2 Regional         70
## 2822 Moderately differentiated                     2 Regional         45
## 2823 Moderately differentiated                     2 Regional         21
## 2824 Moderately differentiated                     2 Regional         14
## 2825     Poorly differentiated                     3 Regional         13
## 2826 Moderately differentiated                     2 Regional         13
## 2827       Well differentiated                     1 Regional         12
## 2828 Moderately differentiated                     2 Regional         19
## 2829     Poorly differentiated                     3 Regional         20
## 2830     Poorly differentiated                     3 Regional         27
## 2831 Moderately differentiated                     2 Regional        100
## 2832 Moderately differentiated                     2 Regional         16
## 2833       Well differentiated                     1 Regional         12
## 2834 Moderately differentiated                     2 Regional         35
## 2835       Well differentiated                     1 Regional          4
## 2836     Poorly differentiated                     3 Regional         40
## 2837       Well differentiated                     1 Regional         17
## 2838 Moderately differentiated                     2 Regional         32
## 2839 Moderately differentiated                     2 Regional         12
## 2840     Poorly differentiated                     3 Regional         27
## 2841       Well differentiated                     1 Regional          8
## 2842 Moderately differentiated                     2 Regional         22
## 2843 Moderately differentiated                     2 Regional         52
## 2844 Moderately differentiated                     2 Regional          9
## 2845     Poorly differentiated                     3 Regional         18
## 2846 Moderately differentiated                     2 Regional         15
## 2847 Moderately differentiated                     2 Regional         13
## 2848 Moderately differentiated                     2 Regional         20
## 2849 Moderately differentiated                     2 Regional         16
## 2850 Moderately differentiated                     2 Regional         16
## 2851 Moderately differentiated                     2 Regional         25
## 2852 Moderately differentiated                     2 Regional          3
## 2853     Poorly differentiated                     3 Regional         32
## 2854 Moderately differentiated                     2  Distant         40
## 2855 Moderately differentiated                     2 Regional         10
## 2856     Poorly differentiated                     3 Regional         35
## 2857 Moderately differentiated                     2 Regional         35
## 2858 Moderately differentiated                     2 Regional         23
## 2859       Well differentiated                     1 Regional         47
## 2860 Moderately differentiated                     2 Regional         60
## 2861     Poorly differentiated                     3 Regional         70
## 2862     Poorly differentiated                     3 Regional         50
## 2863 Moderately differentiated                     2 Regional         48
## 2864 Moderately differentiated                     2 Regional         17
## 2865 Moderately differentiated                     2 Regional         25
## 2866 Moderately differentiated                     2 Regional         25
## 2867     Poorly differentiated                     3 Regional         25
## 2868 Moderately differentiated                     2 Regional         63
## 2869       Well differentiated                     1 Regional         12
## 2870 Moderately differentiated                     2 Regional         14
## 2871 Moderately differentiated                     2 Regional         12
## 2872 Moderately differentiated                     2 Regional         14
## 2873 Moderately differentiated                     2 Regional         83
## 2874 Moderately differentiated                     2 Regional         28
## 2875 Moderately differentiated                     2 Regional         35
## 2876     Poorly differentiated                     3  Distant          5
## 2877     Poorly differentiated                     3 Regional         14
## 2878 Moderately differentiated                     2 Regional         25
## 2879     Poorly differentiated                     3 Regional         25
## 2880 Moderately differentiated                     2 Regional         12
## 2881     Poorly differentiated                     3 Regional         22
## 2882 Moderately differentiated                     2 Regional         60
## 2883 Moderately differentiated                     2 Regional         80
## 2884     Poorly differentiated                     3 Regional         32
## 2885     Poorly differentiated                     3 Regional         15
## 2886       Well differentiated                     1 Regional         63
## 2887       Well differentiated                     1 Regional         17
## 2888 Moderately differentiated                     2 Regional         62
## 2889 Moderately differentiated                     2 Regional         16
## 2890 Moderately differentiated                     2 Regional         25
## 2891 Moderately differentiated                     2 Regional         20
## 2892 Moderately differentiated                     2 Regional         11
## 2893     Poorly differentiated                     3 Regional         14
## 2894 Moderately differentiated                     2 Regional         50
## 2895 Moderately differentiated                     2 Regional         18
## 2896 Moderately differentiated                     2 Regional         51
## 2897 Moderately differentiated                     2 Regional         12
## 2898 Moderately differentiated                     2 Regional          7
## 2899     Poorly differentiated                     3 Regional         70
## 2900     Poorly differentiated                     3 Regional         27
## 2901     Poorly differentiated                     3 Regional         19
## 2902     Poorly differentiated                     3 Regional         37
## 2903 Moderately differentiated                     2 Regional         20
## 2904 Moderately differentiated                     2 Regional         25
## 2905 Moderately differentiated                     2 Regional         23
## 2906 Moderately differentiated                     2 Regional         11
## 2907     Poorly differentiated                     3 Regional         80
## 2908       Well differentiated                     1 Regional         23
## 2909     Poorly differentiated                     3 Regional         50
## 2910     Poorly differentiated                     3 Regional         90
## 2911       Well differentiated                     1 Regional         80
## 2912 Moderately differentiated                     2 Regional          5
## 2913 Moderately differentiated                     2 Regional         20
## 2914 Moderately differentiated                     2 Regional         46
## 2915 Moderately differentiated                     2 Regional         25
## 2916     Poorly differentiated                     3 Regional         15
## 2917       Well differentiated                     1 Regional         13
## 2918 Moderately differentiated                     2 Regional         15
## 2919 Moderately differentiated                     2 Regional         70
## 2920 Moderately differentiated                     2 Regional         35
## 2921 Moderately differentiated                     2 Regional         11
## 2922     Poorly differentiated                     3 Regional         16
## 2923 Moderately differentiated                     2 Regional         30
## 2924 Moderately differentiated                     2 Regional         18
## 2925 Moderately differentiated                     2 Regional         25
## 2926 Moderately differentiated                     2 Regional         32
## 2927     Poorly differentiated                     3 Regional         22
## 2928 Moderately differentiated                     2 Regional         40
## 2929     Poorly differentiated                     3 Regional         22
## 2930 Moderately differentiated                     2 Regional         22
## 2931       Well differentiated                     1 Regional         45
## 2932 Moderately differentiated                     2 Regional         29
## 2933 Moderately differentiated                     2 Regional         60
## 2934 Moderately differentiated                     2 Regional         60
## 2935       Well differentiated                     1 Regional         11
## 2936 Moderately differentiated                     2 Regional         18
## 2937 Moderately differentiated                     2 Regional         18
## 2938     Poorly differentiated                     3 Regional         16
## 2939     Poorly differentiated                     3 Regional         25
## 2940 Moderately differentiated                     2 Regional         75
## 2941       Well differentiated                     1 Regional         12
## 2942     Poorly differentiated                     3 Regional         25
## 2943 Moderately differentiated                     2 Regional         60
## 2944     Poorly differentiated                     3 Regional          4
## 2945 Moderately differentiated                     2 Regional          9
## 2946       Well differentiated                     1 Regional         25
## 2947     Poorly differentiated                     3 Regional         20
## 2948 Moderately differentiated                     2 Regional         60
## 2949     Poorly differentiated                     3 Regional         42
## 2950     Poorly differentiated                     3 Regional         40
## 2951 Moderately differentiated                     2 Regional         13
## 2952 Moderately differentiated                     2 Regional         14
## 2953       Well differentiated                     1 Regional         25
## 2954 Moderately differentiated                     2  Distant         58
## 2955 Moderately differentiated                     2 Regional         30
## 2956     Poorly differentiated                     3 Regional         54
## 2957 Moderately differentiated                     2 Regional         30
## 2958 Moderately differentiated                     2 Regional         20
## 2959     Poorly differentiated                     3 Regional         63
## 2960     Poorly differentiated                     3 Regional         25
## 2961       Well differentiated                     1 Regional          3
## 2962 Moderately differentiated                     2 Regional         60
## 2963     Poorly differentiated                     3 Regional         35
## 2964 Moderately differentiated                     2 Regional         15
## 2965 Moderately differentiated                     2 Regional         40
## 2966     Poorly differentiated                     3 Regional         25
## 2967     Poorly differentiated                     3 Regional         65
## 2968 Moderately differentiated                     2 Regional         45
## 2969 Moderately differentiated                     2 Regional         15
## 2970 Moderately differentiated                     2 Regional         24
## 2971 Moderately differentiated                     2 Regional         15
## 2972 Moderately differentiated                     2 Regional         23
## 2973     Poorly differentiated                     3 Regional         30
## 2974     Poorly differentiated                     3 Regional         24
## 2975 Moderately differentiated                     2 Regional         35
## 2976 Moderately differentiated                     2 Regional          5
## 2977     Poorly differentiated                     3 Regional         46
## 2978     Poorly differentiated                     3 Regional         50
## 2979 Moderately differentiated                     2 Regional         38
## 2980 Moderately differentiated                     2 Regional         36
## 2981     Poorly differentiated                     3 Regional          4
## 2982     Poorly differentiated                     3 Regional         25
## 2983 Moderately differentiated                     2 Regional         15
## 2984 Moderately differentiated                     2 Regional         25
## 2985 Moderately differentiated                     2 Regional         30
## 2986 Moderately differentiated                     2 Regional         35
## 2987 Moderately differentiated                     2 Regional         18
## 2988 Moderately differentiated                     2 Regional         23
## 2989 Moderately differentiated                     2 Regional         60
## 2990       Well differentiated                     1 Regional         11
## 2991 Moderately differentiated                     2 Regional         21
## 2992 Moderately differentiated                     2 Regional         42
## 2993 Moderately differentiated                     2 Regional         30
## 2994     Poorly differentiated                     3 Regional         37
## 2995 Moderately differentiated                     2 Regional         20
## 2996 Moderately differentiated                     2 Regional         55
## 2997       Well differentiated                     1 Regional         78
## 2998     Poorly differentiated                     3 Regional         45
## 2999 Moderately differentiated                     2 Regional         11
## 3000     Poorly differentiated                     3 Regional         15
## 3001 Moderately differentiated                     2 Regional         21
## 3002       Well differentiated                     1 Regional         30
## 3003 Moderately differentiated                     2 Regional         36
## 3004 Moderately differentiated                     2  Distant         15
## 3005 Moderately differentiated                     2 Regional          3
## 3006 Moderately differentiated                     2 Regional         25
## 3007     Poorly differentiated                     3 Regional         44
## 3008 Moderately differentiated                     2 Regional         17
## 3009 Moderately differentiated                     2 Regional         57
## 3010       Well differentiated                     1 Regional         30
## 3011 Moderately differentiated                     2 Regional         15
## 3012     Poorly differentiated                     3 Regional         80
## 3013     Poorly differentiated                     3 Regional         26
## 3014 Moderately differentiated                     2 Regional         25
## 3015 Moderately differentiated                     2 Regional         80
## 3016 Moderately differentiated                     2 Regional         30
## 3017 Moderately differentiated                     2 Regional         20
## 3018 Moderately differentiated                     2 Regional         13
## 3019 Moderately differentiated                     2 Regional         12
## 3020 Moderately differentiated                     2 Regional         90
## 3021     Poorly differentiated                     3 Regional         45
## 3022 Moderately differentiated                     2 Regional         50
## 3023       Well differentiated                     1 Regional         27
## 3024 Moderately differentiated                     2 Regional         30
## 3025 Moderately differentiated                     2 Regional         15
## 3026 Moderately differentiated                     2 Regional         12
## 3027 Moderately differentiated                     2 Regional         60
## 3028     Poorly differentiated                     3 Regional         11
## 3029 Moderately differentiated                     2 Regional         18
## 3030 Moderately differentiated                     2 Regional         10
## 3031 Moderately differentiated                     2 Regional         21
## 3032       Well differentiated                     1 Regional         22
## 3033 Moderately differentiated                     2 Regional         28
## 3034 Moderately differentiated                     2 Regional         65
## 3035 Moderately differentiated                     2 Regional         24
## 3036 Moderately differentiated                     2 Regional         33
## 3037       Well differentiated                     1 Regional         50
## 3038       Well differentiated                     1 Regional         51
## 3039       Well differentiated                     1 Regional          5
## 3040     Poorly differentiated                     3 Regional         40
## 3041 Moderately differentiated                     2 Regional         24
## 3042 Moderately differentiated                     2 Regional         25
## 3043 Moderately differentiated                     2 Regional         21
## 3044 Moderately differentiated                     2 Regional          9
## 3045 Moderately differentiated                     2 Regional         10
## 3046 Moderately differentiated                     2 Regional         43
## 3047       Well differentiated                     1 Regional         13
## 3048 Moderately differentiated                     2 Regional         10
## 3049 Moderately differentiated                     2 Regional          8
## 3050     Poorly differentiated                     3 Regional         45
## 3051       Well differentiated                     1 Regional         14
## 3052 Moderately differentiated                     2 Regional         25
## 3053 Moderately differentiated                     2 Regional         45
## 3054 Moderately differentiated                     2 Regional         18
## 3055 Moderately differentiated                     2 Regional         21
## 3056       Well differentiated                     1 Regional         25
## 3057 Moderately differentiated                     2 Regional         20
## 3058 Moderately differentiated                     2 Regional         30
## 3059 Moderately differentiated                     2 Regional         35
## 3060 Moderately differentiated                     2 Regional         44
## 3061     Poorly differentiated                     3 Regional         47
## 3062     Poorly differentiated                     3 Regional         20
## 3063 Moderately differentiated                     2 Regional         55
## 3064 Moderately differentiated                     2 Regional          6
## 3065       Well differentiated                     1 Regional         13
## 3066     Poorly differentiated                     3 Regional         12
## 3067     Poorly differentiated                     3 Regional         25
## 3068     Poorly differentiated                     3 Regional         35
## 3069     Poorly differentiated                     3 Regional         50
## 3070 Moderately differentiated                     2 Regional         17
## 3071     Poorly differentiated                     3 Regional         33
## 3072 Moderately differentiated                     2 Regional         20
## 3073       Well differentiated                     1 Regional         13
## 3074          Undifferentiated  anaplastic; Grade IV Regional         59
## 3075 Moderately differentiated                     2 Regional         42
## 3076 Moderately differentiated                     2 Regional          3
## 3077 Moderately differentiated                     2 Regional         16
## 3078     Poorly differentiated                     3  Distant         60
## 3079     Poorly differentiated                     3 Regional         14
## 3080 Moderately differentiated                     2 Regional         15
## 3081       Well differentiated                     1 Regional         34
## 3082 Moderately differentiated                     2 Regional         11
## 3083       Well differentiated                     1  Distant         27
## 3084     Poorly differentiated                     3 Regional         35
## 3085       Well differentiated                     1 Regional         35
## 3086 Moderately differentiated                     2 Regional         10
## 3087       Well differentiated                     1 Regional         22
## 3088 Moderately differentiated                     2 Regional         16
## 3089 Moderately differentiated                     2 Regional         20
## 3090 Moderately differentiated                     2 Regional         26
## 3091     Poorly differentiated                     3 Regional         38
## 3092 Moderately differentiated                     2 Regional         28
## 3093 Moderately differentiated                     2 Regional         14
## 3094     Poorly differentiated                     3 Regional         23
## 3095       Well differentiated                     1 Regional          9
## 3096     Poorly differentiated                     3 Regional         20
## 3097     Poorly differentiated                     3 Regional         20
## 3098     Poorly differentiated                     3 Regional         19
## 3099 Moderately differentiated                     2  Distant         60
## 3100 Moderately differentiated                     2 Regional         70
## 3101 Moderately differentiated                     2 Regional         40
## 3102     Poorly differentiated                     3 Regional         60
## 3103     Poorly differentiated                     3 Regional         20
## 3104 Moderately differentiated                     2 Regional         12
## 3105       Well differentiated                     1 Regional         25
## 3106 Moderately differentiated                     2 Regional         35
## 3107 Moderately differentiated                     2 Regional         40
## 3108 Moderately differentiated                     2 Regional         15
## 3109     Poorly differentiated                     3 Regional         40
## 3110     Poorly differentiated                     3 Regional         19
## 3111     Poorly differentiated                     3 Regional        100
## 3112 Moderately differentiated                     2 Regional         31
## 3113       Well differentiated                     1 Regional         48
## 3114 Moderately differentiated                     2 Regional         37
## 3115     Poorly differentiated                     3 Regional         20
## 3116 Moderately differentiated                     2 Regional         28
## 3117     Poorly differentiated                     3 Regional         26
## 3118 Moderately differentiated                     2 Regional         16
## 3119 Moderately differentiated                     2 Regional         21
## 3120     Poorly differentiated                     3 Regional         25
## 3121 Moderately differentiated                     2 Regional         19
## 3122 Moderately differentiated                     2 Regional         31
## 3123 Moderately differentiated                     2 Regional         22
## 3124 Moderately differentiated                     2 Regional          9
## 3125 Moderately differentiated                     2 Regional         19
## 3126 Moderately differentiated                     2 Regional         50
## 3127 Moderately differentiated                     2 Regional         35
## 3128 Moderately differentiated                     2 Regional         65
## 3129     Poorly differentiated                     3 Regional         22
## 3130     Poorly differentiated                     3 Regional         40
## 3131     Poorly differentiated                     3 Regional         20
## 3132 Moderately differentiated                     2 Regional         25
## 3133     Poorly differentiated                     3 Regional         50
## 3134 Moderately differentiated                     2 Regional         55
## 3135     Poorly differentiated                     3 Regional         30
## 3136     Poorly differentiated                     3 Regional         90
## 3137       Well differentiated                     1 Regional         12
## 3138 Moderately differentiated                     2 Regional         35
## 3139     Poorly differentiated                     3 Regional         47
## 3140 Moderately differentiated                     2 Regional         30
## 3141 Moderately differentiated                     2 Regional         17
## 3142     Poorly differentiated                     3 Regional         20
## 3143 Moderately differentiated                     2 Regional         14
## 3144 Moderately differentiated                     2 Regional         20
## 3145 Moderately differentiated                     2 Regional         37
## 3146     Poorly differentiated                     3 Regional         21
## 3147 Moderately differentiated                     2 Regional         24
## 3148 Moderately differentiated                     2 Regional         20
## 3149 Moderately differentiated                     2 Regional         18
## 3150     Poorly differentiated                     3 Regional         15
## 3151 Moderately differentiated                     2 Regional         25
## 3152     Poorly differentiated                     3 Regional         35
## 3153 Moderately differentiated                     2 Regional         15
## 3154 Moderately differentiated                     2 Regional         45
## 3155       Well differentiated                     1 Regional         24
## 3156 Moderately differentiated                     2 Regional         15
## 3157     Poorly differentiated                     3 Regional         16
## 3158     Poorly differentiated                     3 Regional         24
## 3159 Moderately differentiated                     2 Regional         11
## 3160       Well differentiated                     1 Regional          7
## 3161       Well differentiated                     1 Regional         60
## 3162       Well differentiated                     1 Regional         27
## 3163 Moderately differentiated                     2 Regional         40
## 3164 Moderately differentiated                     2 Regional         16
## 3165       Well differentiated                     1 Regional          9
## 3166     Poorly differentiated                     3 Regional         32
## 3167 Moderately differentiated                     2 Regional         35
## 3168 Moderately differentiated                     2 Regional         17
## 3169     Poorly differentiated                     3 Regional         10
## 3170 Moderately differentiated                     2 Regional         22
## 3171 Moderately differentiated                     2 Regional         35
## 3172 Moderately differentiated                     2 Regional         18
## 3173 Moderately differentiated                     2  Distant         35
## 3174 Moderately differentiated                     2 Regional         15
## 3175     Poorly differentiated                     3 Regional         27
## 3176 Moderately differentiated                     2 Regional         14
## 3177 Moderately differentiated                     2 Regional         15
## 3178     Poorly differentiated                     3 Regional         27
## 3179     Poorly differentiated                     3 Regional         32
## 3180     Poorly differentiated                     3 Regional         25
## 3181 Moderately differentiated                     2 Regional         16
## 3182 Moderately differentiated                     2 Regional         26
## 3183 Moderately differentiated                     2 Regional         20
## 3184 Moderately differentiated                     2 Regional         70
## 3185 Moderately differentiated                     2 Regional         24
## 3186 Moderately differentiated                     2 Regional         21
## 3187 Moderately differentiated                     2 Regional         30
## 3188 Moderately differentiated                     2 Regional         22
## 3189       Well differentiated                     1 Regional         11
## 3190     Poorly differentiated                     3 Regional         18
## 3191 Moderately differentiated                     2  Distant         90
## 3192       Well differentiated                     1 Regional         16
## 3193     Poorly differentiated                     3 Regional         45
## 3194     Poorly differentiated                     3 Regional         24
## 3195 Moderately differentiated                     2 Regional         30
## 3196     Poorly differentiated                     3 Regional         32
## 3197     Poorly differentiated                     3 Regional         42
## 3198 Moderately differentiated                     2 Regional         24
## 3199 Moderately differentiated                     2 Regional         24
## 3200 Moderately differentiated                     2 Regional         90
## 3201     Poorly differentiated                     3 Regional         40
## 3202 Moderately differentiated                     2 Regional         22
## 3203     Poorly differentiated                     3 Regional         27
## 3204 Moderately differentiated                     2 Regional         16
## 3205     Poorly differentiated                     3 Regional         72
## 3206 Moderately differentiated                     2 Regional         15
## 3207     Poorly differentiated                     3 Regional         40
## 3208     Poorly differentiated                     3 Regional         28
## 3209       Well differentiated                     1 Regional          8
## 3210 Moderately differentiated                     2 Regional         12
## 3211     Poorly differentiated                     3 Regional         15
## 3212 Moderately differentiated                     2 Regional         55
## 3213          Undifferentiated  anaplastic; Grade IV Regional         16
## 3214     Poorly differentiated                     3 Regional         14
## 3215 Moderately differentiated                     2 Regional         21
## 3216 Moderately differentiated                     2 Regional         18
## 3217 Moderately differentiated                     2 Regional         18
## 3218 Moderately differentiated                     2 Regional         63
## 3219 Moderately differentiated                     2 Regional         48
## 3220       Well differentiated                     1 Regional         20
## 3221       Well differentiated                     1 Regional        101
## 3222     Poorly differentiated                     3 Regional         28
## 3223 Moderately differentiated                     2 Regional         40
## 3224     Poorly differentiated                     3 Regional         15
## 3225 Moderately differentiated                     2 Regional         11
## 3226 Moderately differentiated                     2 Regional         21
## 3227     Poorly differentiated                     3 Regional          7
## 3228     Poorly differentiated                     3 Regional         35
## 3229 Moderately differentiated                     2 Regional         22
## 3230       Well differentiated                     1 Regional         18
## 3231     Poorly differentiated                     3 Regional         34
## 3232     Poorly differentiated                     3 Regional        100
## 3233 Moderately differentiated                     2 Regional         30
## 3234 Moderately differentiated                     2 Regional         18
## 3235 Moderately differentiated                     2 Regional         29
## 3236     Poorly differentiated                     3 Regional         45
## 3237 Moderately differentiated                     2 Regional         18
## 3238     Poorly differentiated                     3 Regional         60
## 3239 Moderately differentiated                     2 Regional          6
## 3240 Moderately differentiated                     2 Regional         30
## 3241 Moderately differentiated                     2 Regional         20
## 3242 Moderately differentiated                     2 Regional         50
## 3243 Moderately differentiated                     2 Regional         17
## 3244       Well differentiated                     1 Regional         30
## 3245     Poorly differentiated                     3 Regional         25
## 3246     Poorly differentiated                     3 Regional         48
## 3247     Poorly differentiated                     3 Regional         70
## 3248 Moderately differentiated                     2 Regional         55
## 3249          Undifferentiated  anaplastic; Grade IV Regional         13
## 3250     Poorly differentiated                     3 Regional         45
## 3251 Moderately differentiated                     2 Regional          9
## 3252     Poorly differentiated                     3 Regional         25
## 3253 Moderately differentiated                     2 Regional         47
## 3254 Moderately differentiated                     2 Regional         80
## 3255 Moderately differentiated                     2 Regional         25
## 3256       Well differentiated                     1 Regional          9
## 3257       Well differentiated                     1 Regional          7
## 3258 Moderately differentiated                     2 Regional         80
## 3259       Well differentiated                     1 Regional          9
## 3260 Moderately differentiated                     2 Regional         53
## 3261 Moderately differentiated                     2 Regional         30
## 3262 Moderately differentiated                     2 Regional         12
## 3263       Well differentiated                     1 Regional         10
## 3264     Poorly differentiated                     3 Regional         20
## 3265       Well differentiated                     1 Regional         40
## 3266 Moderately differentiated                     2 Regional         42
## 3267 Moderately differentiated                     2 Regional         17
## 3268 Moderately differentiated                     2 Regional         21
## 3269 Moderately differentiated                     2 Regional         18
## 3270 Moderately differentiated                     2 Regional         35
## 3271 Moderately differentiated                     2 Regional         18
## 3272       Well differentiated                     1 Regional         17
## 3273 Moderately differentiated                     2 Regional         30
## 3274 Moderately differentiated                     2 Regional         39
## 3275 Moderately differentiated                     2 Regional         18
## 3276 Moderately differentiated                     2 Regional         45
## 3277 Moderately differentiated                     2 Regional         11
## 3278     Poorly differentiated                     3 Regional         20
## 3279       Well differentiated                     1 Regional         50
## 3280 Moderately differentiated                     2 Regional         55
## 3281       Well differentiated                     1 Regional         10
## 3282 Moderately differentiated                     2 Regional         13
## 3283 Moderately differentiated                     2 Regional         28
## 3284 Moderately differentiated                     2 Regional         16
## 3285 Moderately differentiated                     2 Regional         27
## 3286 Moderately differentiated                     2 Regional         15
## 3287     Poorly differentiated                     3 Regional         31
## 3288     Poorly differentiated                     3  Distant         94
## 3289     Poorly differentiated                     3 Regional         29
## 3290 Moderately differentiated                     2 Regional         70
## 3291 Moderately differentiated                     2 Regional         14
## 3292 Moderately differentiated                     2 Regional         36
## 3293     Poorly differentiated                     3 Regional         25
## 3294 Moderately differentiated                     2 Regional         27
## 3295 Moderately differentiated                     2 Regional         30
## 3296 Moderately differentiated                     2 Regional         40
## 3297 Moderately differentiated                     2 Regional         40
## 3298       Well differentiated                     1 Regional         11
## 3299 Moderately differentiated                     2 Regional         36
## 3300 Moderately differentiated                     2 Regional         50
## 3301     Poorly differentiated                     3 Regional         10
## 3302 Moderately differentiated                     2 Regional         68
## 3303 Moderately differentiated                     2 Regional         35
## 3304     Poorly differentiated                     3 Regional         32
## 3305 Moderately differentiated                     2 Regional         14
## 3306 Moderately differentiated                     2 Regional         13
## 3307     Poorly differentiated                     3 Regional         70
## 3308 Moderately differentiated                     2 Regional         23
## 3309       Well differentiated                     1 Regional         19
## 3310 Moderately differentiated                     2 Regional         80
## 3311 Moderately differentiated                     2 Regional         25
## 3312 Moderately differentiated                     2 Regional         15
## 3313     Poorly differentiated                     3 Regional         15
## 3314 Moderately differentiated                     2 Regional         50
## 3315     Poorly differentiated                     3 Regional         24
## 3316     Poorly differentiated                     3 Regional         27
## 3317 Moderately differentiated                     2 Regional         43
## 3318     Poorly differentiated                     3 Regional         15
## 3319 Moderately differentiated                     2 Regional         70
## 3320 Moderately differentiated                     2 Regional         20
## 3321     Poorly differentiated                     3 Regional         28
## 3322     Poorly differentiated                     3 Regional         17
## 3323 Moderately differentiated                     2 Regional         38
## 3324 Moderately differentiated                     2 Regional         35
## 3325     Poorly differentiated                     3 Regional          7
## 3326 Moderately differentiated                     2 Regional         34
## 3327 Moderately differentiated                     2 Regional         40
## 3328 Moderately differentiated                     2 Regional         30
## 3329 Moderately differentiated                     2 Regional         40
## 3330 Moderately differentiated                     2 Regional         25
## 3331       Well differentiated                     1 Regional         50
## 3332     Poorly differentiated                     3 Regional         33
## 3333     Poorly differentiated                     3 Regional         52
## 3334 Moderately differentiated                     2 Regional         50
## 3335 Moderately differentiated                     2 Regional         42
## 3336 Moderately differentiated                     2  Distant         38
## 3337 Moderately differentiated                     2 Regional         45
## 3338 Moderately differentiated                     2 Regional         19
## 3339 Moderately differentiated                     2 Regional         17
## 3340 Moderately differentiated                     2 Regional         40
## 3341 Moderately differentiated                     2 Regional         21
## 3342 Moderately differentiated                     2 Regional         13
## 3343     Poorly differentiated                     3 Regional         15
## 3344 Moderately differentiated                     2 Regional         10
## 3345       Well differentiated                     1 Regional         12
## 3346 Moderately differentiated                     2 Regional         22
## 3347 Moderately differentiated                     2 Regional         25
## 3348       Well differentiated                     1 Regional          3
## 3349       Well differentiated                     1 Regional         23
## 3350 Moderately differentiated                     2 Regional         35
## 3351 Moderately differentiated                     2 Regional         10
## 3352 Moderately differentiated                     2 Regional         32
## 3353     Poorly differentiated                     3 Regional         18
## 3354 Moderately differentiated                     2 Regional         17
## 3355 Moderately differentiated                     2 Regional         16
## 3356     Poorly differentiated                     3 Regional         12
## 3357 Moderately differentiated                     2 Regional         39
## 3358 Moderately differentiated                     2 Regional         18
## 3359       Well differentiated                     1 Regional         23
## 3360       Well differentiated                     1 Regional         25
## 3361     Poorly differentiated                     3 Regional         36
## 3362 Moderately differentiated                     2 Regional         26
## 3363     Poorly differentiated                     3 Regional         17
## 3364 Moderately differentiated                     2 Regional         14
## 3365     Poorly differentiated                     3 Regional          7
## 3366 Moderately differentiated                     2 Regional         10
## 3367     Poorly differentiated                     3  Distant         13
## 3368 Moderately differentiated                     2 Regional         15
## 3369 Moderately differentiated                     2 Regional         22
## 3370 Moderately differentiated                     2 Regional          2
## 3371 Moderately differentiated                     2 Regional         22
## 3372 Moderately differentiated                     2 Regional         70
## 3373 Moderately differentiated                     2 Regional         50
## 3374 Moderately differentiated                     2 Regional         20
## 3375 Moderately differentiated                     2 Regional         84
## 3376     Poorly differentiated                     3 Regional         20
## 3377 Moderately differentiated                     2 Regional         23
## 3378 Moderately differentiated                     2 Regional         41
## 3379     Poorly differentiated                     3 Regional         25
## 3380       Well differentiated                     1 Regional         10
## 3381       Well differentiated                     1 Regional         13
## 3382 Moderately differentiated                     2 Regional         30
## 3383 Moderately differentiated                     2 Regional         30
## 3384 Moderately differentiated                     2 Regional         35
## 3385 Moderately differentiated                     2 Regional         25
## 3386     Poorly differentiated                     3 Regional         19
## 3387     Poorly differentiated                     3 Regional         35
## 3388 Moderately differentiated                     2 Regional         35
## 3389 Moderately differentiated                     2 Regional         30
## 3390     Poorly differentiated                     3 Regional         21
## 3391 Moderately differentiated                     2 Regional         18
## 3392 Moderately differentiated                     2 Regional         15
## 3393 Moderately differentiated                     2 Regional         74
## 3394 Moderately differentiated                     2 Regional         50
## 3395     Poorly differentiated                     3  Distant         76
## 3396       Well differentiated                     1 Regional         17
## 3397 Moderately differentiated                     2 Regional         20
## 3398       Well differentiated                     1 Regional         50
## 3399 Moderately differentiated                     2 Regional         30
## 3400 Moderately differentiated                     2 Regional        120
## 3401 Moderately differentiated                     2 Regional         15
## 3402     Poorly differentiated                     3 Regional         24
## 3403 Moderately differentiated                     2 Regional         15
## 3404 Moderately differentiated                     2 Regional          5
## 3405 Moderately differentiated                     2 Regional         25
## 3406 Moderately differentiated                     2 Regional         13
## 3407 Moderately differentiated                     2 Regional         10
## 3408 Moderately differentiated                     2 Regional         21
## 3409 Moderately differentiated                     2 Regional         17
## 3410 Moderately differentiated                     2 Regional         34
## 3411 Moderately differentiated                     2 Regional         22
## 3412 Moderately differentiated                     2 Regional         15
## 3413 Moderately differentiated                     2 Regional         24
## 3414 Moderately differentiated                     2 Regional         28
## 3415 Moderately differentiated                     2 Regional         23
## 3416     Poorly differentiated                     3 Regional         42
## 3417 Moderately differentiated                     2 Regional         30
## 3418 Moderately differentiated                     2 Regional         16
## 3419 Moderately differentiated                     2 Regional         30
## 3420 Moderately differentiated                     2 Regional         50
## 3421 Moderately differentiated                     2 Regional         22
## 3422 Moderately differentiated                     2 Regional         15
## 3423       Well differentiated                     1 Regional         15
## 3424 Moderately differentiated                     2 Regional         25
## 3425     Poorly differentiated                     3 Regional         13
## 3426     Poorly differentiated                     3 Regional         25
## 3427 Moderately differentiated                     2 Regional         29
## 3428 Moderately differentiated                     2 Regional         14
## 3429     Poorly differentiated                     3 Regional         14
## 3430 Moderately differentiated                     2 Regional         24
## 3431 Moderately differentiated                     2 Regional         35
## 3432 Moderately differentiated                     2 Regional         23
## 3433 Moderately differentiated                     2 Regional         30
## 3434 Moderately differentiated                     2 Regional         24
## 3435       Well differentiated                     1 Regional         52
## 3436 Moderately differentiated                     2 Regional         15
## 3437       Well differentiated                     1 Regional         27
## 3438     Poorly differentiated                     3 Regional         30
## 3439     Poorly differentiated                     3 Regional         30
## 3440     Poorly differentiated                     3  Distant         54
## 3441 Moderately differentiated                     2 Regional         12
## 3442 Moderately differentiated                     2 Regional         30
## 3443     Poorly differentiated                     3 Regional         25
## 3444     Poorly differentiated                     3 Regional         21
## 3445       Well differentiated                     1 Regional          7
## 3446 Moderately differentiated                     2 Regional         18
## 3447 Moderately differentiated                     2  Distant         40
## 3448     Poorly differentiated                     3 Regional         18
## 3449 Moderately differentiated                     2 Regional         25
## 3450       Well differentiated                     1 Regional         31
## 3451     Poorly differentiated                     3 Regional         23
## 3452 Moderately differentiated                     2 Regional         15
## 3453     Poorly differentiated                     3 Regional         25
## 3454 Moderately differentiated                     2 Regional         27
## 3455     Poorly differentiated                     3 Regional         52
## 3456 Moderately differentiated                     2 Regional         21
## 3457     Poorly differentiated                     3 Regional         26
## 3458 Moderately differentiated                     2 Regional         32
## 3459 Moderately differentiated                     2 Regional         15
## 3460     Poorly differentiated                     3 Regional         21
## 3461     Poorly differentiated                     3  Distant         26
## 3462 Moderately differentiated                     2 Regional         14
## 3463 Moderately differentiated                     2 Regional         22
## 3464 Moderately differentiated                     2 Regional         34
## 3465     Poorly differentiated                     3 Regional         30
## 3466 Moderately differentiated                     2 Regional         15
## 3467       Well differentiated                     1 Regional         15
## 3468     Poorly differentiated                     3 Regional         30
## 3469 Moderately differentiated                     2 Regional         13
## 3470 Moderately differentiated                     2 Regional         50
## 3471 Moderately differentiated                     2 Regional         28
## 3472 Moderately differentiated                     2 Regional         25
## 3473       Well differentiated                     1 Regional         26
## 3474       Well differentiated                     1 Regional          7
## 3475 Moderately differentiated                     2 Regional          2
## 3476     Poorly differentiated                     3 Regional         22
## 3477     Poorly differentiated                     3 Regional         59
## 3478 Moderately differentiated                     2 Regional         25
## 3479     Poorly differentiated                     3 Regional         14
## 3480       Well differentiated                     1 Regional         43
## 3481       Well differentiated                     1 Regional          8
## 3482 Moderately differentiated                     2 Regional         70
## 3483 Moderately differentiated                     2 Regional         28
## 3484 Moderately differentiated                     2 Regional         18
## 3485 Moderately differentiated                     2 Regional         12
## 3486       Well differentiated                     1 Regional         20
## 3487 Moderately differentiated                     2 Regional         20
## 3488 Moderately differentiated                     2 Regional         11
## 3489 Moderately differentiated                     2 Regional         17
## 3490 Moderately differentiated                     2 Regional         17
## 3491 Moderately differentiated                     2 Regional         26
## 3492     Poorly differentiated                     3 Regional         12
## 3493 Moderately differentiated                     2 Regional         35
## 3494 Moderately differentiated                     2 Regional          6
## 3495 Moderately differentiated                     2 Regional         22
## 3496       Well differentiated                     1 Regional         22
## 3497       Well differentiated                     1 Regional         19
## 3498 Moderately differentiated                     2 Regional         50
## 3499 Moderately differentiated                     2 Regional         15
## 3500 Moderately differentiated                     2 Regional         15
## 3501     Poorly differentiated                     3 Regional         72
## 3502 Moderately differentiated                     2 Regional         45
## 3503     Poorly differentiated                     3 Regional         20
## 3504     Poorly differentiated                     3 Regional         90
## 3505 Moderately differentiated                     2 Regional         35
## 3506 Moderately differentiated                     2 Regional         31
## 3507 Moderately differentiated                     2 Regional         10
## 3508     Poorly differentiated                     3 Regional         28
## 3509       Well differentiated                     1 Regional         30
## 3510 Moderately differentiated                     2 Regional         86
## 3511     Poorly differentiated                     3 Regional         25
## 3512     Poorly differentiated                     3 Regional         70
## 3513     Poorly differentiated                     3 Regional         30
## 3514 Moderately differentiated                     2 Regional         40
## 3515 Moderately differentiated                     2 Regional         20
## 3516 Moderately differentiated                     2  Distant         40
## 3517       Well differentiated                     1 Regional         13
## 3518     Poorly differentiated                     3 Regional         30
## 3519       Well differentiated                     1 Regional         40
## 3520     Poorly differentiated                     3 Regional         48
## 3521 Moderately differentiated                     2 Regional         50
## 3522 Moderately differentiated                     2 Regional         21
## 3523 Moderately differentiated                     2 Regional         18
## 3524 Moderately differentiated                     2 Regional         18
## 3525 Moderately differentiated                     2 Regional         58
## 3526       Well differentiated                     1 Regional         37
## 3527          Undifferentiated  anaplastic; Grade IV Regional         28
## 3528       Well differentiated                     1 Regional         18
## 3529       Well differentiated                     1 Regional         18
## 3530 Moderately differentiated                     2 Regional         32
## 3531 Moderately differentiated                     2 Regional         22
## 3532 Moderately differentiated                     2 Regional         18
## 3533 Moderately differentiated                     2 Regional         22
## 3534     Poorly differentiated                     3 Regional         39
## 3535 Moderately differentiated                     2 Regional         24
## 3536 Moderately differentiated                     2 Regional         30
## 3537 Moderately differentiated                     2 Regional         25
## 3538       Well differentiated                     1 Regional         15
## 3539     Poorly differentiated                     3 Regional         35
## 3540 Moderately differentiated                     2 Regional         10
## 3541       Well differentiated                     1 Regional         40
## 3542 Moderately differentiated                     2 Regional          9
## 3543 Moderately differentiated                     2 Regional         40
## 3544 Moderately differentiated                     2 Regional         30
## 3545 Moderately differentiated                     2 Regional         50
## 3546 Moderately differentiated                     2 Regional         20
## 3547 Moderately differentiated                     2 Regional         15
## 3548     Poorly differentiated                     3 Regional         30
## 3549     Poorly differentiated                     3 Regional         17
## 3550 Moderately differentiated                     2 Regional         15
## 3551     Poorly differentiated                     3 Regional         48
## 3552 Moderately differentiated                     2 Regional         62
## 3553 Moderately differentiated                     2 Regional          7
## 3554 Moderately differentiated                     2 Regional         15
## 3555     Poorly differentiated                     3 Regional         95
## 3556     Poorly differentiated                     3 Regional         15
## 3557 Moderately differentiated                     2 Regional          9
## 3558 Moderately differentiated                     2 Regional         25
## 3559       Well differentiated                     1 Regional         11
## 3560 Moderately differentiated                     2 Regional         14
## 3561     Poorly differentiated                     3 Regional         14
## 3562 Moderately differentiated                     2 Regional         15
## 3563     Poorly differentiated                     3 Regional         15
## 3564 Moderately differentiated                     2 Regional         25
## 3565 Moderately differentiated                     2 Regional         18
## 3566 Moderately differentiated                     2 Regional         60
## 3567     Poorly differentiated                     3 Regional         15
## 3568     Poorly differentiated                     3 Regional         45
## 3569 Moderately differentiated                     2 Regional         35
## 3570 Moderately differentiated                     2 Regional         40
## 3571 Moderately differentiated                     2 Regional         30
## 3572 Moderately differentiated                     2 Regional         12
## 3573 Moderately differentiated                     2 Regional         13
## 3574 Moderately differentiated                     2 Regional         43
## 3575 Moderately differentiated                     2 Regional         75
## 3576     Poorly differentiated                     3 Regional        100
## 3577     Poorly differentiated                     3 Regional         17
## 3578 Moderately differentiated                     2 Regional         12
## 3579 Moderately differentiated                     2 Regional         75
## 3580 Moderately differentiated                     2 Regional         12
## 3581     Poorly differentiated                     3 Regional         37
## 3582 Moderately differentiated                     2 Regional         54
## 3583     Poorly differentiated                     3  Distant         85
## 3584 Moderately differentiated                     2 Regional         20
## 3585 Moderately differentiated                     2 Regional         46
## 3586 Moderately differentiated                     2 Regional         21
## 3587 Moderately differentiated                     2 Regional         33
## 3588     Poorly differentiated                     3 Regional         33
## 3589     Poorly differentiated                     3 Regional         29
## 3590     Poorly differentiated                     3 Regional         20
## 3591 Moderately differentiated                     2 Regional         65
## 3592     Poorly differentiated                     3  Distant        120
## 3593 Moderately differentiated                     2 Regional         30
## 3594     Poorly differentiated                     3 Regional         16
## 3595     Poorly differentiated                     3 Regional         90
## 3596 Moderately differentiated                     2 Regional         25
## 3597       Well differentiated                     1 Regional         32
## 3598 Moderately differentiated                     2 Regional         29
## 3599 Moderately differentiated                     2 Regional         12
## 3600       Well differentiated                     1 Regional         32
## 3601     Poorly differentiated                     3 Regional         35
## 3602     Poorly differentiated                     3 Regional         22
## 3603 Moderately differentiated                     2 Regional         40
## 3604       Well differentiated                     1 Regional          7
## 3605 Moderately differentiated                     2 Regional         23
## 3606 Moderately differentiated                     2 Regional         30
## 3607 Moderately differentiated                     2 Regional         15
## 3608 Moderately differentiated                     2 Regional         17
## 3609 Moderately differentiated                     2 Regional         15
## 3610 Moderately differentiated                     2 Regional         40
## 3611 Moderately differentiated                     2 Regional         17
## 3612       Well differentiated                     1 Regional         15
## 3613     Poorly differentiated                     3 Regional         16
## 3614 Moderately differentiated                     2 Regional          9
## 3615 Moderately differentiated                     2 Regional         25
## 3616 Moderately differentiated                     2 Regional         20
## 3617 Moderately differentiated                     2 Regional         90
## 3618       Well differentiated                     1 Regional         10
## 3619 Moderately differentiated                     2 Regional         23
## 3620 Moderately differentiated                     2 Regional         30
## 3621 Moderately differentiated                     2  Distant         82
## 3622 Moderately differentiated                     2 Regional         40
## 3623 Moderately differentiated                     2 Regional         15
## 3624     Poorly differentiated                     3 Regional         30
## 3625 Moderately differentiated                     2 Regional         30
## 3626       Well differentiated                     1 Regional         16
## 3627 Moderately differentiated                     2 Regional         19
## 3628 Moderately differentiated                     2 Regional         80
## 3629     Poorly differentiated                     3 Regional         30
## 3630 Moderately differentiated                     2 Regional         50
## 3631     Poorly differentiated                     3 Regional         66
## 3632     Poorly differentiated                     3 Regional         40
## 3633 Moderately differentiated                     2 Regional         45
## 3634 Moderately differentiated                     2 Regional         25
## 3635 Moderately differentiated                     2 Regional         13
## 3636       Well differentiated                     1 Regional         37
## 3637 Moderately differentiated                     2 Regional         20
## 3638     Poorly differentiated                     3 Regional         42
## 3639       Well differentiated                     1 Regional         35
## 3640 Moderately differentiated                     2 Regional         20
## 3641 Moderately differentiated                     2 Regional         60
## 3642       Well differentiated                     1 Regional         60
## 3643       Well differentiated                     1 Regional         45
## 3644     Poorly differentiated                     3 Regional         20
## 3645 Moderately differentiated                     2 Regional         19
## 3646 Moderately differentiated                     2 Regional         23
## 3647 Moderately differentiated                     2 Regional         55
## 3648       Well differentiated                     1 Regional         23
## 3649 Moderately differentiated                     2 Regional         30
## 3650 Moderately differentiated                     2 Regional         51
## 3651     Poorly differentiated                     3 Regional         22
## 3652     Poorly differentiated                     3 Regional         21
## 3653 Moderately differentiated                     2 Regional         16
## 3654 Moderately differentiated                     2 Regional         53
## 3655     Poorly differentiated                     3 Regional         23
## 3656 Moderately differentiated                     2 Regional         25
## 3657     Poorly differentiated                     3 Regional         18
## 3658     Poorly differentiated                     3 Regional         20
## 3659 Moderately differentiated                     2 Regional         26
## 3660       Well differentiated                     1 Regional         65
## 3661 Moderately differentiated                     2 Regional         21
## 3662       Well differentiated                     1 Regional         55
## 3663 Moderately differentiated                     2 Regional          7
## 3664       Well differentiated                     1 Regional         14
## 3665 Moderately differentiated                     2 Regional         50
## 3666       Well differentiated                     1 Regional         10
## 3667 Moderately differentiated                     2 Regional          8
## 3668 Moderately differentiated                     2 Regional         20
## 3669 Moderately differentiated                     2 Regional         40
## 3670     Poorly differentiated                     3 Regional         33
## 3671 Moderately differentiated                     2 Regional         20
## 3672 Moderately differentiated                     2 Regional         26
## 3673       Well differentiated                     1 Regional         17
## 3674     Poorly differentiated                     3 Regional         51
## 3675 Moderately differentiated                     2 Regional         30
## 3676 Moderately differentiated                     2 Regional         30
## 3677 Moderately differentiated                     2 Regional         15
## 3678 Moderately differentiated                     2 Regional         18
## 3679     Poorly differentiated                     3 Regional         43
## 3680 Moderately differentiated                     2 Regional         15
## 3681 Moderately differentiated                     2 Regional         15
## 3682     Poorly differentiated                     3 Regional         28
## 3683       Well differentiated                     1 Regional         32
## 3684 Moderately differentiated                     2 Regional         32
## 3685       Well differentiated                     1 Regional         25
## 3686 Moderately differentiated                     2 Regional         18
## 3687 Moderately differentiated                     2 Regional         19
## 3688 Moderately differentiated                     2 Regional         30
## 3689 Moderately differentiated                     2 Regional         30
## 3690 Moderately differentiated                     2 Regional         25
## 3691 Moderately differentiated                     2 Regional         36
## 3692 Moderately differentiated                     2 Regional         40
## 3693 Moderately differentiated                     2 Regional         26
## 3694 Moderately differentiated                     2 Regional         40
## 3695 Moderately differentiated                     2 Regional         31
## 3696 Moderately differentiated                     2 Regional         15
## 3697 Moderately differentiated                     2 Regional         12
## 3698     Poorly differentiated                     3 Regional         20
## 3699 Moderately differentiated                     2 Regional         32
## 3700     Poorly differentiated                     3 Regional         28
## 3701 Moderately differentiated                     2 Regional         13
## 3702       Well differentiated                     1 Regional         47
## 3703 Moderately differentiated                     2 Regional         40
## 3704     Poorly differentiated                     3 Regional         30
## 3705     Poorly differentiated                     3 Regional         23
## 3706 Moderately differentiated                     2 Regional         40
## 3707 Moderately differentiated                     2 Regional         26
## 3708 Moderately differentiated                     2 Regional        100
## 3709     Poorly differentiated                     3 Regional         50
## 3710 Moderately differentiated                     2 Regional         18
## 3711 Moderately differentiated                     2 Regional         13
## 3712     Poorly differentiated                     3 Regional         30
## 3713 Moderately differentiated                     2 Regional         50
## 3714 Moderately differentiated                     2 Regional         33
## 3715 Moderately differentiated                     2 Regional         44
## 3716 Moderately differentiated                     2 Regional         45
## 3717     Poorly differentiated                     3 Regional         30
## 3718     Poorly differentiated                     3 Regional         23
## 3719       Well differentiated                     1 Regional         13
## 3720 Moderately differentiated                     2 Regional         18
## 3721     Poorly differentiated                     3 Regional         28
## 3722     Poorly differentiated                     3 Regional         50
## 3723     Poorly differentiated                     3 Regional         11
## 3724 Moderately differentiated                     2 Regional         15
## 3725       Well differentiated                     1  Distant         25
## 3726 Moderately differentiated                     2 Regional         27
## 3727 Moderately differentiated                     2 Regional         65
## 3728     Poorly differentiated                     3 Regional         55
## 3729 Moderately differentiated                     2 Regional         40
## 3730     Poorly differentiated                     3 Regional         14
## 3731 Moderately differentiated                     2 Regional         50
## 3732       Well differentiated                     1 Regional         30
## 3733     Poorly differentiated                     3 Regional         21
## 3734 Moderately differentiated                     2 Regional         55
## 3735     Poorly differentiated                     3 Regional        120
## 3736     Poorly differentiated                     3 Regional         40
## 3737     Poorly differentiated                     3 Regional         25
## 3738 Moderately differentiated                     2 Regional         55
## 3739 Moderately differentiated                     2 Regional         12
## 3740 Moderately differentiated                     2 Regional         65
## 3741       Well differentiated                     1 Regional         34
## 3742     Poorly differentiated                     3 Regional         22
## 3743     Poorly differentiated                     3 Regional         35
## 3744       Well differentiated                     1 Regional         17
## 3745 Moderately differentiated                     2 Regional         20
## 3746     Poorly differentiated                     3  Distant         70
## 3747 Moderately differentiated                     2 Regional         40
## 3748 Moderately differentiated                     2 Regional         22
## 3749       Well differentiated                     1 Regional         14
## 3750       Well differentiated                     1 Regional         13
## 3751 Moderately differentiated                     2 Regional         15
## 3752 Moderately differentiated                     2 Regional         23
## 3753 Moderately differentiated                     2 Regional         55
## 3754 Moderately differentiated                     2 Regional         18
## 3755 Moderately differentiated                     2 Regional         75
## 3756     Poorly differentiated                     3 Regional         47
## 3757     Poorly differentiated                     3 Regional         14
## 3758 Moderately differentiated                     2 Regional         38
## 3759     Poorly differentiated                     3 Regional         23
## 3760       Well differentiated                     1 Regional          9
## 3761 Moderately differentiated                     2 Regional         12
## 3762     Poorly differentiated                     3 Regional         25
## 3763       Well differentiated                     1 Regional         26
## 3764       Well differentiated                     1 Regional          5
## 3765 Moderately differentiated                     2 Regional         18
## 3766     Poorly differentiated                     3 Regional         25
## 3767       Well differentiated                     1 Regional         30
## 3768 Moderately differentiated                     2 Regional         15
## 3769       Well differentiated                     1 Regional         15
## 3770 Moderately differentiated                     2 Regional         25
## 3771 Moderately differentiated                     2 Regional         64
## 3772 Moderately differentiated                     2 Regional         40
## 3773     Poorly differentiated                     3 Regional         20
## 3774 Moderately differentiated                     2 Regional         31
## 3775 Moderately differentiated                     2 Regional         30
## 3776 Moderately differentiated                     2 Regional        120
## 3777       Well differentiated                     1 Regional         31
## 3778       Well differentiated                     1 Regional         15
## 3779 Moderately differentiated                     2 Regional         24
## 3780       Well differentiated                     1 Regional         25
## 3781 Moderately differentiated                     2 Regional         35
## 3782 Moderately differentiated                     2 Regional          7
## 3783     Poorly differentiated                     3 Regional         20
## 3784 Moderately differentiated                     2 Regional         19
## 3785 Moderately differentiated                     2 Regional         45
## 3786 Moderately differentiated                     2 Regional         25
## 3787 Moderately differentiated                     2 Regional         11
## 3788 Moderately differentiated                     2 Regional         15
## 3789 Moderately differentiated                     2 Regional         30
## 3790     Poorly differentiated                     3 Regional         17
## 3791     Poorly differentiated                     3 Regional         37
## 3792     Poorly differentiated                     3 Regional         13
## 3793 Moderately differentiated                     2 Regional         38
## 3794     Poorly differentiated                     3 Regional         25
## 3795 Moderately differentiated                     2 Regional         20
## 3796 Moderately differentiated                     2 Regional          9
## 3797 Moderately differentiated                     2 Regional         33
## 3798 Moderately differentiated                     2 Regional         16
## 3799 Moderately differentiated                     2 Regional         30
## 3800 Moderately differentiated                     2 Regional         27
## 3801 Moderately differentiated                     2 Regional         22
## 3802 Moderately differentiated                     2 Regional         15
## 3803       Well differentiated                     1 Regional         11
## 3804 Moderately differentiated                     2 Regional         17
## 3805 Moderately differentiated                     2 Regional         44
## 3806 Moderately differentiated                     2 Regional         54
## 3807 Moderately differentiated                     2 Regional          8
## 3808     Poorly differentiated                     3 Regional          9
## 3809     Poorly differentiated                     3 Regional         25
## 3810 Moderately differentiated                     2 Regional         25
## 3811 Moderately differentiated                     2 Regional         15
## 3812     Poorly differentiated                     3 Regional         25
## 3813     Poorly differentiated                     3  Distant         55
## 3814 Moderately differentiated                     2 Regional         41
## 3815 Moderately differentiated                     2 Regional         15
## 3816 Moderately differentiated                     2 Regional         15
## 3817 Moderately differentiated                     2 Regional         25
## 3818     Poorly differentiated                     3 Regional         25
## 3819 Moderately differentiated                     2 Regional         32
## 3820 Moderately differentiated                     2 Regional         30
## 3821 Moderately differentiated                     2 Regional         14
## 3822     Poorly differentiated                     3 Regional         58
## 3823 Moderately differentiated                     2 Regional         30
## 3824 Moderately differentiated                     2 Regional         12
## 3825 Moderately differentiated                     2 Regional         24
## 3826     Poorly differentiated                     3 Regional         47
## 3827       Well differentiated                     1 Regional         18
## 3828 Moderately differentiated                     2 Regional         55
## 3829     Poorly differentiated                     3 Regional         25
## 3830 Moderately differentiated                     2 Regional         53
## 3831 Moderately differentiated                     2 Regional         23
## 3832       Well differentiated                     1 Regional         22
## 3833       Well differentiated                     1 Regional         12
## 3834 Moderately differentiated                     2 Regional         32
## 3835 Moderately differentiated                     2 Regional         40
## 3836 Moderately differentiated                     2 Regional         60
## 3837     Poorly differentiated                     3 Regional         25
## 3838 Moderately differentiated                     2 Regional         11
## 3839 Moderately differentiated                     2 Regional         65
## 3840 Moderately differentiated                     2 Regional         80
## 3841       Well differentiated                     1 Regional         55
## 3842     Poorly differentiated                     3 Regional         16
## 3843     Poorly differentiated                     3 Regional         18
## 3844 Moderately differentiated                     2 Regional         17
## 3845       Well differentiated                     1 Regional         18
## 3846 Moderately differentiated                     2 Regional         50
## 3847       Well differentiated                     1 Regional         21
## 3848 Moderately differentiated                     2 Regional         50
## 3849       Well differentiated                     1 Regional         13
## 3850 Moderately differentiated                     2 Regional         51
## 3851     Poorly differentiated                     3 Regional         25
## 3852 Moderately differentiated                     2 Regional         30
## 3853     Poorly differentiated                     3 Regional         15
## 3854     Poorly differentiated                     3 Regional         40
## 3855       Well differentiated                     1 Regional         10
## 3856     Poorly differentiated                     3 Regional         34
## 3857     Poorly differentiated                     3 Regional         70
## 3858     Poorly differentiated                     3 Regional         27
## 3859     Poorly differentiated                     3 Regional         21
## 3860     Poorly differentiated                     3 Regional         15
## 3861 Moderately differentiated                     2 Regional         15
## 3862 Moderately differentiated                     2 Regional         46
## 3863 Moderately differentiated                     2 Regional          4
## 3864 Moderately differentiated                     2 Regional          5
## 3865     Poorly differentiated                     3 Regional         40
## 3866 Moderately differentiated                     2 Regional         19
## 3867 Moderately differentiated                     2 Regional         33
## 3868       Well differentiated                     1 Regional         11
## 3869 Moderately differentiated                     2 Regional         34
## 3870 Moderately differentiated                     2 Regional         16
## 3871     Poorly differentiated                     3 Regional         21
## 3872     Poorly differentiated                     3 Regional         80
## 3873 Moderately differentiated                     2 Regional         55
## 3874 Moderately differentiated                     2 Regional          9
## 3875     Poorly differentiated                     3 Regional         21
## 3876     Poorly differentiated                     3 Regional         25
## 3877       Well differentiated                     1 Regional         18
## 3878     Poorly differentiated                     3 Regional         41
## 3879 Moderately differentiated                     2 Regional         23
## 3880 Moderately differentiated                     2 Regional         15
## 3881 Moderately differentiated                     2 Regional         13
## 3882 Moderately differentiated                     2 Regional         35
## 3883       Well differentiated                     1 Regional         33
## 3884 Moderately differentiated                     2 Regional         11
## 3885     Poorly differentiated                     3 Regional         35
## 3886     Poorly differentiated                     3 Regional         30
## 3887 Moderately differentiated                     2 Regional         25
## 3888     Poorly differentiated                     3 Regional         27
## 3889     Poorly differentiated                     3 Regional         96
## 3890     Poorly differentiated                     3 Regional         40
## 3891 Moderately differentiated                     2 Regional         11
## 3892 Moderately differentiated                     2 Regional         20
## 3893 Moderately differentiated                     2 Regional         50
## 3894 Moderately differentiated                     2 Regional         75
## 3895     Poorly differentiated                     3 Regional         24
## 3896 Moderately differentiated                     2 Regional         32
## 3897 Moderately differentiated                     2  Distant         16
## 3898 Moderately differentiated                     2 Regional         27
## 3899 Moderately differentiated                     2 Regional         15
## 3900       Well differentiated                     1 Regional         19
## 3901 Moderately differentiated                     2 Regional         20
## 3902 Moderately differentiated                     2 Regional         35
## 3903 Moderately differentiated                     2 Regional         80
## 3904     Poorly differentiated                     3 Regional         40
## 3905 Moderately differentiated                     2 Regional         18
## 3906 Moderately differentiated                     2 Regional         12
## 3907 Moderately differentiated                     2 Regional         25
## 3908       Well differentiated                     1 Regional         19
## 3909 Moderately differentiated                     2 Regional         60
## 3910     Poorly differentiated                     3 Regional         79
## 3911       Well differentiated                     1 Regional         95
## 3912 Moderately differentiated                     2 Regional         30
## 3913 Moderately differentiated                     2 Regional         50
## 3914 Moderately differentiated                     2 Regional         22
## 3915 Moderately differentiated                     2 Regional         33
## 3916 Moderately differentiated                     2 Regional         15
## 3917 Moderately differentiated                     2 Regional         11
## 3918     Poorly differentiated                     3 Regional         30
## 3919 Moderately differentiated                     2 Regional          8
## 3920     Poorly differentiated                     3  Distant         25
## 3921 Moderately differentiated                     2 Regional         30
## 3922     Poorly differentiated                     3 Regional         15
## 3923 Moderately differentiated                     2 Regional         30
## 3924 Moderately differentiated                     2 Regional         70
## 3925 Moderately differentiated                     2 Regional          7
## 3926 Moderately differentiated                     2 Regional         80
## 3927 Moderately differentiated                     2 Regional          6
## 3928 Moderately differentiated                     2 Regional         30
## 3929       Well differentiated                     1 Regional         21
## 3930     Poorly differentiated                     3 Regional         17
## 3931 Moderately differentiated                     2  Distant        120
## 3932 Moderately differentiated                     2 Regional         27
## 3933 Moderately differentiated                     2 Regional         22
## 3934 Moderately differentiated                     2 Regional         35
## 3935 Moderately differentiated                     2 Regional          6
## 3936 Moderately differentiated                     2 Regional         15
## 3937       Well differentiated                     1 Regional         20
## 3938 Moderately differentiated                     2 Regional         11
## 3939 Moderately differentiated                     2 Regional         30
## 3940 Moderately differentiated                     2 Regional         20
## 3941 Moderately differentiated                     2 Regional         30
## 3942       Well differentiated                     1 Regional         20
## 3943     Poorly differentiated                     3 Regional         40
## 3944     Poorly differentiated                     3 Regional         30
## 3945       Well differentiated                     1 Regional         15
## 3946     Poorly differentiated                     3 Regional         60
## 3947       Well differentiated                     1 Regional         17
## 3948 Moderately differentiated                     2 Regional         35
## 3949     Poorly differentiated                     3 Regional         34
## 3950     Poorly differentiated                     3 Regional         35
## 3951 Moderately differentiated                     2 Regional         25
## 3952 Moderately differentiated                     2 Regional         18
## 3953       Well differentiated                     1 Regional          8
## 3954 Moderately differentiated                     2 Regional         24
## 3955     Poorly differentiated                     3 Regional         13
## 3956     Poorly differentiated                     3 Regional         30
## 3957 Moderately differentiated                     2 Regional         27
## 3958 Moderately differentiated                     2 Regional         15
## 3959 Moderately differentiated                     2 Regional         27
## 3960 Moderately differentiated                     2 Regional         22
## 3961 Moderately differentiated                     2 Regional         50
## 3962 Moderately differentiated                     2 Regional         22
## 3963     Poorly differentiated                     3 Regional         25
## 3964       Well differentiated                     1 Regional         21
## 3965     Poorly differentiated                     3 Regional         12
## 3966       Well differentiated                     1 Regional        140
## 3967 Moderately differentiated                     2 Regional         30
## 3968 Moderately differentiated                     2 Regional         60
## 3969 Moderately differentiated                     2 Regional         35
## 3970 Moderately differentiated                     2 Regional         12
## 3971     Poorly differentiated                     3 Regional         12
## 3972     Poorly differentiated                     3 Regional         21
## 3973 Moderately differentiated                     2 Regional         70
## 3974 Moderately differentiated                     2 Regional         20
## 3975     Poorly differentiated                     3  Distant         67
## 3976     Poorly differentiated                     3 Regional         24
## 3977 Moderately differentiated                     2 Regional         62
## 3978 Moderately differentiated                     2 Regional         11
## 3979 Moderately differentiated                     2 Regional         17
## 3980       Well differentiated                     1 Regional         32
## 3981     Poorly differentiated                     3 Regional         65
## 3982 Moderately differentiated                     2 Regional         58
## 3983     Poorly differentiated                     3 Regional         52
## 3984 Moderately differentiated                     2 Regional         30
## 3985 Moderately differentiated                     2 Regional         12
## 3986     Poorly differentiated                     3 Regional         20
## 3987     Poorly differentiated                     3 Regional         30
## 3988 Moderately differentiated                     2 Regional          7
## 3989     Poorly differentiated                     3 Regional         37
## 3990     Poorly differentiated                     3 Regional         30
## 3991 Moderately differentiated                     2 Regional         47
## 3992     Poorly differentiated                     3 Regional         90
## 3993     Poorly differentiated                     3 Regional         38
## 3994 Moderately differentiated                     2 Regional         20
## 3995 Moderately differentiated                     2 Regional          2
## 3996 Moderately differentiated                     2 Regional         25
## 3997 Moderately differentiated                     2 Regional         19
## 3998 Moderately differentiated                     2 Regional         19
## 3999       Well differentiated                     1 Regional         18
## 4000 Moderately differentiated                     2 Regional         30
## 4001     Poorly differentiated                     3 Regional         45
## 4002 Moderately differentiated                     2 Regional         45
## 4003       Well differentiated                     1 Regional         15
## 4004 Moderately differentiated                     2 Regional         19
## 4005 Moderately differentiated                     2 Regional         24
## 4006 Moderately differentiated                     2 Regional         40
## 4007     Poorly differentiated                     3 Regional         35
## 4008 Moderately differentiated                     2 Regional         21
## 4009       Well differentiated                     1 Regional         18
## 4010 Moderately differentiated                     2 Regional        100
## 4011     Poorly differentiated                     3 Regional         23
## 4012 Moderately differentiated                     2 Regional         25
## 4013     Poorly differentiated                     3 Regional         80
## 4014       Well differentiated                     1 Regional         15
## 4015 Moderately differentiated                     2 Regional         68
## 4016 Moderately differentiated                     2 Regional         40
## 4017       Well differentiated                     1 Regional         50
## 4018 Moderately differentiated                     2 Regional         28
## 4019 Moderately differentiated                     2 Regional         10
## 4020 Moderately differentiated                     2 Regional          9
## 4021 Moderately differentiated                     2 Regional         46
## 4022 Moderately differentiated                     2 Regional         22
## 4023 Moderately differentiated                     2 Regional         44
## 4024 Moderately differentiated                     2 Regional         30
##      Estrogen.Status Progesterone.Status Regional.Node.Examined
## 1           Positive            Positive                     24
## 2           Positive            Positive                     14
## 3           Positive            Positive                     14
## 4           Positive            Positive                      2
## 5           Positive            Positive                      3
## 6           Positive            Positive                     18
## 7           Positive            Positive                     11
## 8           Positive            Positive                      9
## 9           Positive            Positive                     20
## 10          Positive            Positive                     21
## 11          Positive            Positive                      9
## 12          Negative            Negative                     11
## 13          Positive            Positive                     13
## 14          Positive            Positive                     23
## 15          Positive            Positive                     16
## 16          Positive            Positive                     20
## 17          Positive            Positive                      1
## 18          Positive            Positive                     22
## 19          Positive            Positive                     16
## 20          Negative            Negative                     20
## 21          Positive            Positive                     15
## 22          Positive            Positive                     15
## 23          Positive            Positive                      4
## 24          Positive            Negative                     18
## 25          Positive            Positive                     26
## 26          Positive            Positive                     31
## 27          Positive            Positive                     25
## 28          Positive            Positive                     14
## 29          Positive            Negative                     14
## 30          Positive            Positive                     10
## 31          Positive            Positive                      3
## 32          Positive            Positive                      5
## 33          Positive            Positive                      6
## 34          Positive            Negative                     19
## 35          Positive            Positive                     19
## 36          Positive            Positive                      9
## 37          Positive            Negative                     21
## 38          Positive            Positive                     14
## 39          Positive            Positive                     10
## 40          Positive            Positive                     15
## 41          Positive            Positive                     12
## 42          Positive            Positive                     12
## 43          Positive            Negative                      2
## 44          Positive            Negative                     15
## 45          Positive            Positive                     11
## 46          Positive            Positive                     10
## 47          Negative            Negative                     15
## 48          Positive            Positive                     12
## 49          Positive            Positive                     16
## 50          Positive            Positive                      8
## 51          Positive            Positive                     17
## 52          Positive            Negative                      9
## 53          Positive            Negative                      7
## 54          Positive            Negative                     20
## 55          Positive            Negative                     16
## 56          Positive            Positive                     13
## 57          Positive            Positive                     19
## 58          Positive            Negative                     49
## 59          Positive            Positive                     15
## 60          Positive            Positive                     17
## 61          Positive            Negative                     24
## 62          Positive            Negative                     12
## 63          Positive            Positive                      1
## 64          Positive            Positive                     20
## 65          Positive            Positive                     16
## 66          Positive            Positive                      5
## 67          Positive            Positive                     23
## 68          Positive            Positive                     20
## 69          Positive            Positive                      5
## 70          Positive            Positive                     12
## 71          Positive            Negative                     12
## 72          Positive            Negative                     24
## 73          Positive            Positive                     16
## 74          Positive            Positive                     15
## 75          Positive            Negative                     19
## 76          Positive            Positive                     13
## 77          Positive            Positive                     11
## 78          Positive            Positive                      7
## 79          Positive            Positive                      9
## 80          Positive            Positive                      9
## 81          Positive            Positive                     21
## 82          Positive            Positive                     10
## 83          Positive            Positive                      9
## 84          Positive            Negative                      2
## 85          Positive            Positive                     13
## 86          Negative            Negative                     12
## 87          Positive            Positive                      7
## 88          Positive            Positive                     10
## 89          Positive            Positive                     11
## 90          Positive            Positive                      9
## 91          Positive            Positive                      8
## 92          Positive            Positive                     15
## 93          Positive            Positive                      5
## 94          Positive            Positive                     21
## 95          Positive            Positive                     12
## 96          Positive            Positive                     17
## 97          Positive            Negative                      4
## 98          Positive            Positive                     10
## 99          Positive            Positive                      3
## 100         Positive            Positive                     14
## 101         Positive            Positive                     33
## 102         Positive            Positive                     25
## 103         Positive            Positive                      3
## 104         Positive            Positive                      7
## 105         Positive            Positive                     14
## 106         Positive            Positive                      2
## 107         Positive            Negative                     11
## 108         Positive            Positive                     12
## 109         Positive            Positive                      8
## 110         Positive            Positive                     30
## 111         Positive            Positive                     15
## 112         Positive            Positive                      3
## 113         Positive            Positive                     34
## 114         Positive            Positive                     14
## 115         Positive            Positive                      6
## 116         Positive            Positive                     12
## 117         Positive            Positive                      9
## 118         Positive            Positive                     16
## 119         Positive            Positive                     15
## 120         Positive            Positive                     15
## 121         Positive            Positive                      7
## 122         Positive            Positive                     15
## 123         Positive            Positive                     16
## 124         Positive            Positive                     23
## 125         Positive            Positive                     23
## 126         Positive            Positive                     16
## 127         Positive            Positive                     13
## 128         Positive            Negative                      3
## 129         Positive            Positive                      8
## 130         Positive            Positive                     13
## 131         Positive            Positive                     14
## 132         Negative            Negative                     10
## 133         Positive            Positive                      8
## 134         Positive            Positive                      5
## 135         Positive            Negative                      8
## 136         Positive            Positive                     28
## 137         Positive            Positive                     12
## 138         Positive            Negative                     20
## 139         Positive            Positive                     14
## 140         Positive            Negative                     18
## 141         Positive            Positive                      4
## 142         Positive            Positive                     13
## 143         Positive            Positive                     24
## 144         Positive            Positive                     23
## 145         Positive            Positive                     20
## 146         Positive            Positive                     15
## 147         Positive            Positive                     18
## 148         Positive            Positive                     13
## 149         Positive            Positive                      1
## 150         Positive            Positive                     13
## 151         Positive            Positive                     18
## 152         Positive            Positive                     14
## 153         Negative            Negative                     15
## 154         Positive            Positive                     14
## 155         Positive            Positive                     14
## 156         Positive            Negative                     16
## 157         Negative            Negative                     15
## 158         Positive            Positive                      6
## 159         Negative            Negative                      2
## 160         Positive            Positive                     14
## 161         Positive            Positive                     18
## 162         Positive            Positive                      3
## 163         Positive            Positive                      2
## 164         Positive            Positive                     20
## 165         Positive            Positive                     16
## 166         Positive            Positive                      3
## 167         Positive            Positive                     12
## 168         Positive            Positive                     24
## 169         Positive            Positive                      8
## 170         Positive            Positive                     14
## 171         Positive            Positive                     20
## 172         Positive            Negative                     11
## 173         Positive            Positive                      9
## 174         Positive            Positive                      9
## 175         Positive            Positive                     24
## 176         Positive            Positive                     11
## 177         Positive            Negative                     17
## 178         Positive            Positive                      7
## 179         Positive            Positive                     31
## 180         Positive            Positive                     11
## 181         Positive            Positive                     32
## 182         Positive            Positive                     23
## 183         Positive            Negative                      3
## 184         Positive            Positive                     15
## 185         Positive            Negative                     14
## 186         Positive            Negative                     14
## 187         Positive            Positive                      3
## 188         Positive            Positive                     14
## 189         Positive            Negative                     34
## 190         Positive            Positive                     14
## 191         Positive            Positive                     12
## 192         Positive            Positive                      2
## 193         Positive            Positive                     19
## 194         Positive            Negative                      5
## 195         Positive            Positive                     16
## 196         Positive            Positive                      5
## 197         Positive            Positive                     16
## 198         Positive            Positive                     10
## 199         Positive            Positive                     22
## 200         Positive            Positive                     11
## 201         Positive            Positive                     14
## 202         Positive            Positive                     16
## 203         Positive            Negative                      1
## 204         Positive            Positive                     17
## 205         Positive            Positive                      2
## 206         Positive            Positive                      6
## 207         Positive            Positive                     24
## 208         Positive            Positive                     18
## 209         Positive            Negative                     12
## 210         Positive            Positive                      6
## 211         Positive            Positive                     11
## 212         Positive            Positive                     17
## 213         Positive            Negative                     18
## 214         Positive            Positive                      9
## 215         Positive            Positive                     10
## 216         Negative            Negative                      4
## 217         Positive            Positive                     12
## 218         Positive            Positive                     17
## 219         Positive            Positive                      4
## 220         Negative            Negative                     27
## 221         Negative            Negative                     14
## 222         Positive            Positive                     20
## 223         Positive            Positive                     18
## 224         Positive            Positive                      9
## 225         Positive            Positive                      2
## 226         Positive            Positive                     27
## 227         Positive            Positive                     20
## 228         Positive            Positive                     42
## 229         Positive            Positive                      9
## 230         Positive            Positive                     15
## 231         Positive            Positive                     19
## 232         Positive            Positive                      7
## 233         Positive            Positive                     22
## 234         Positive            Positive                      2
## 235         Positive            Positive                     15
## 236         Positive            Positive                     26
## 237         Positive            Positive                     26
## 238         Positive            Negative                     12
## 239         Negative            Negative                     28
## 240         Positive            Positive                      8
## 241         Positive            Positive                     29
## 242         Positive            Positive                     30
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## 4004        Positive            Positive                     21
## 4005        Positive            Negative                     19
## 4006        Positive            Negative                     14
## 4007        Negative            Negative                     18
## 4008        Positive            Positive                     10
## 4009        Positive            Positive                     19
## 4010        Positive            Negative                     20
## 4011        Positive            Negative                      6
## 4012        Positive            Positive                     24
## 4013        Positive            Positive                     20
## 4014        Negative            Negative                     10
## 4015        Positive            Positive                     22
## 4016        Positive            Positive                      4
## 4017        Positive            Positive                     29
## 4018        Negative            Negative                      2
## 4019        Positive            Positive                     11
## 4020        Positive            Positive                      1
## 4021        Positive            Positive                     14
## 4022        Positive            Negative                     11
## 4023        Positive            Positive                     11
## 4024        Positive            Positive                      7
##      Reginol.Node.Positive Survival.Months Status
## 1                        1              60  Alive
## 2                        5              62  Alive
## 3                        7              75  Alive
## 4                        1              84  Alive
## 5                        1              50  Alive
## 6                        2              89  Alive
## 7                        1              54  Alive
## 8                        1              14   Dead
## 9                       18              70  Alive
## 10                      12              92  Alive
## 11                       1              64   Dead
## 12                       3              92  Alive
## 13                       3              56  Alive
## 14                       7              38  Alive
## 15                      14              64  Alive
## 16                       1              49  Alive
## 17                       1             105  Alive
## 18                       1              62  Alive
## 19                       1             107  Alive
## 20                       1              77  Alive
## 21                       2              81  Alive
## 22                       5              50  Alive
## 23                       1              78  Alive
## 24                       1             102  Alive
## 25                      22              98  Alive
## 26                      17              70  Alive
## 27                      23             102  Alive
## 28                       1              82  Alive
## 29                       4              64  Alive
## 30                       1              86  Alive
## 31                       1              52  Alive
## 32                       1              49  Alive
## 33                       1              90  Alive
## 34                       3              62  Alive
## 35                      10              31  Alive
## 36                       2              77  Alive
## 37                       6              37  Alive
## 38                       2             103  Alive
## 39                       2              82  Alive
## 40                       5             105  Alive
## 41                      12              42   Dead
## 42                       2              61  Alive
## 43                       1              86  Alive
## 44                       6              84  Alive
## 45                       2              63  Alive
## 46                       5              90  Alive
## 47                       2              39   Dead
## 48                       1              59  Alive
## 49                       9              82  Alive
## 50                       3              82  Alive
## 51                       3              71  Alive
## 52                       1              71  Alive
## 53                       1              86  Alive
## 54                       2              70  Alive
## 55                       1              74  Alive
## 56                       1              73  Alive
## 57                       1              91  Alive
## 58                       1             106  Alive
## 59                       1              73  Alive
## 60                       2              77  Alive
## 61                       2              80  Alive
## 62                       1              49  Alive
## 63                       1              78  Alive
## 64                       2              75  Alive
## 65                       3              60   Dead
## 66                       1             106  Alive
## 67                      23              44   Dead
## 68                       3              85  Alive
## 69                       1              79  Alive
## 70                       3              84  Alive
## 71                       8             104  Alive
## 72                      20              12   Dead
## 73                       1              52  Alive
## 74                       1              98  Alive
## 75                      16              85  Alive
## 76                       1              95  Alive
## 77                       4              79  Alive
## 78                       1             106  Alive
## 79                       1              81  Alive
## 80                       1              55  Alive
## 81                      13             101  Alive
## 82                       1              65  Alive
## 83                       2              72  Alive
## 84                       1              55  Alive
## 85                       1              65  Alive
## 86                      11              71  Alive
## 87                       5              82  Alive
## 88                       1              84  Alive
## 89                       1              95  Alive
## 90                       1              95  Alive
## 91                       1              91   Dead
## 92                       1              57  Alive
## 93                       4              87   Dead
## 94                      16              40   Dead
## 95                       3              91  Alive
## 96                       2              50  Alive
## 97                       2              25   Dead
## 98                       1              73  Alive
## 99                       3              63   Dead
## 100                      1              50  Alive
## 101                     24              54   Dead
## 102                      1              73  Alive
## 103                      1               8  Alive
## 104                      1              53   Dead
## 105                      3              65  Alive
## 106                      1              58  Alive
## 107                      1              24   Dead
## 108                      2              64  Alive
## 109                      2             106  Alive
## 110                      3              61  Alive
## 111                      4              66  Alive
## 112                      3              79   Dead
## 113                     10              74  Alive
## 114                      2              69  Alive
## 115                      5             103  Alive
## 116                      3              52  Alive
## 117                      1              93  Alive
## 118                      9              94  Alive
## 119                      3              91  Alive
## 120                      2              57  Alive
## 121                      2              94  Alive
## 122                      3              79  Alive
## 123                     16              62  Alive
## 124                      4              86  Alive
## 125                      2              49  Alive
## 126                      1              14   Dead
## 127                      2             100  Alive
## 128                      1              50  Alive
## 129                      2              79  Alive
## 130                      3              77  Alive
## 131                      1              50  Alive
## 132                      6              73  Alive
## 133                      1              96  Alive
## 134                      1              87  Alive
## 135                      7              41   Dead
## 136                      5              54   Dead
## 137                      1              84  Alive
## 138                      1              67   Dead
## 139                     10              53   Dead
## 140                      9             104  Alive
## 141                      1              86  Alive
## 142                      4             102  Alive
## 143                      1              50  Alive
## 144                      3              42   Dead
## 145                      1              52   Dead
## 146                      1             107  Alive
## 147                      2              92  Alive
## 148                      8              52   Dead
## 149                      1              69  Alive
## 150                      3              82  Alive
## 151                      1             101  Alive
## 152                      2              64  Alive
## 153                      1              55   Dead
## 154                      5              98  Alive
## 155                      2              56  Alive
## 156                      6              91  Alive
## 157                      1              51  Alive
## 158                      1             102  Alive
## 159                      1              71  Alive
## 160                     14              13   Dead
## 161                      4              11  Alive
## 162                      1              53  Alive
## 163                      1              82  Alive
## 164                      2              89  Alive
## 165                      6              56  Alive
## 166                      1              54  Alive
## 167                      7              72  Alive
## 168                     17             102  Alive
## 169                      1              51  Alive
## 170                      1             100  Alive
## 171                      2              62   Dead
## 172                      3              73  Alive
## 173                      2              84  Alive
## 174                      1              87  Alive
## 175                      2              96  Alive
## 176                      1              74  Alive
## 177                     10              47   Dead
## 178                      2              77  Alive
## 179                     14              55  Alive
## 180                      5              64   Dead
## 181                      1              93  Alive
## 182                      2              74   Dead
## 183                      1              23   Dead
## 184                     13              60  Alive
## 185                     11              85  Alive
## 186                      2              86  Alive
## 187                      3              81  Alive
## 188                      2              71  Alive
## 189                      9              90   Dead
## 190                      1              79  Alive
## 191                      1              60  Alive
## 192                      1              89  Alive
## 193                      4              66  Alive
## 194                      1              84  Alive
## 195                     13              55  Alive
## 196                      1              50  Alive
## 197                      2              55  Alive
## 198                      5              98  Alive
## 199                      2              53  Alive
## 200                      2             103  Alive
## 201                      2              77  Alive
## 202                      4              63  Alive
## 203                      1              45   Dead
## 204                     12              25   Dead
## 205                      1              68  Alive
## 206                      1              53  Alive
## 207                      1              91  Alive
## 208                      1             105  Alive
## 209                      1              76  Alive
## 210                      1              94  Alive
## 211                      4              71  Alive
## 212                     12              15   Dead
## 213                     17             106  Alive
## 214                      1              56  Alive
## 215                      9              56  Alive
## 216                      4              16   Dead
## 217                      1              31   Dead
## 218                      1              85  Alive
## 219                      2              62  Alive
## 220                     27              23   Dead
## 221                     13              24   Dead
## 222                      7              50   Dead
## 223                      2             107  Alive
## 224                      3              76  Alive
## 225                      1              87  Alive
## 226                      2             101  Alive
## 227                      9              60  Alive
## 228                      1              66  Alive
## 229                      1              53  Alive
## 230                      4              93  Alive
## 231                      1              90  Alive
## 232                      7              59  Alive
## 233                      5              58  Alive
## 234                      1              68  Alive
## 235                      2              94  Alive
## 236                      1              72  Alive
## 237                     21              53  Alive
## 238                      1             103  Alive
## 239                     26              16   Dead
## 240                      2              77  Alive
## 241                      1              49   Dead
## 242                      2              99  Alive
## 243                      2             107  Alive
## 244                     15              81  Alive
## 245                      5              87  Alive
## 246                      1             103  Alive
## 247                      1              96  Alive
## 248                      3              40   Dead
## 249                      2              78  Alive
## 250                      1              92  Alive
## 251                      6             106  Alive
## 252                      1              54  Alive
## 253                      2              85  Alive
## 254                      6              69  Alive
## 255                      2              51  Alive
## 256                      2              93  Alive
## 257                      2              76  Alive
## 258                      1              58  Alive
## 259                      1              79  Alive
## 260                      1              63  Alive
## 261                      2               7  Alive
## 262                      1             104  Alive
## 263                      2              74  Alive
## 264                      3              67   Dead
## 265                      1              98  Alive
## 266                      1             100  Alive
## 267                      1              58  Alive
## 268                      3              61  Alive
## 269                      1              45   Dead
## 270                     10              48  Alive
## 271                      9              40   Dead
## 272                      2              57  Alive
## 273                      3              42  Alive
## 274                      9              76  Alive
## 275                      1              55  Alive
## 276                      1              68  Alive
## 277                      2              49  Alive
## 278                     17              16   Dead
## 279                      2              99  Alive
## 280                      3              88  Alive
## 281                      1              87  Alive
## 282                      2              60  Alive
## 283                     10              34   Dead
## 284                      2              92  Alive
## 285                      2              65  Alive
## 286                      6              23   Dead
## 287                      2              50  Alive
## 288                     11             107  Alive
## 289                     28              92  Alive
## 290                     15              51   Dead
## 291                      1              92  Alive
## 292                      1              61  Alive
## 293                      1              50   Dead
## 294                      6              95  Alive
## 295                     14              97  Alive
## 296                      1              65  Alive
## 297                      1              81  Alive
## 298                      4              81  Alive
## 299                      1              92  Alive
## 300                      3              53  Alive
## 301                      1              91  Alive
## 302                      2              49  Alive
## 303                      3              61  Alive
## 304                     14              74  Alive
## 305                      5              48  Alive
## 306                     10              37   Dead
## 307                      3              75  Alive
## 308                      4              57  Alive
## 309                      1              81  Alive
## 310                      3              56  Alive
## 311                      2              73  Alive
## 312                      5              53  Alive
## 313                      6              68  Alive
## 314                     17              94   Dead
## 315                      1              88  Alive
## 316                      1              79  Alive
## 317                      1              63  Alive
## 318                      3              74  Alive
## 319                     23              57  Alive
## 320                      1              53  Alive
## 321                      1             104  Alive
## 322                      1              57  Alive
## 323                      3              63  Alive
## 324                      7              90  Alive
## 325                      1              73  Alive
## 326                      6              94  Alive
## 327                      4              98  Alive
## 328                      1              74  Alive
## 329                      1              89  Alive
## 330                      9              89  Alive
## 331                      1             100  Alive
## 332                      2              16   Dead
## 333                      3             107  Alive
## 334                      1              70  Alive
## 335                      1              68  Alive
## 336                      2              81  Alive
## 337                      1              67  Alive
## 338                      2              67  Alive
## 339                      3              97  Alive
## 340                      4              60  Alive
## 341                      3              86  Alive
## 342                      9              75  Alive
## 343                      1              59  Alive
## 344                      1              87  Alive
## 345                      5              75  Alive
## 346                     12              72  Alive
## 347                      1             102  Alive
## 348                      2             101  Alive
## 349                      9              68  Alive
## 350                      2              80  Alive
## 351                      4             104  Alive
## 352                      4              61  Alive
## 353                      1              41  Alive
## 354                      1             100  Alive
## 355                      1             105  Alive
## 356                      1              57  Alive
## 357                      2              59  Alive
## 358                      2              54   Dead
## 359                      1              76  Alive
## 360                      1              82  Alive
## 361                      2              53  Alive
## 362                      1             102  Alive
## 363                      3              47   Dead
## 364                      2             100   Dead
## 365                      2             107  Alive
## 366                      4              73  Alive
## 367                      7              91  Alive
## 368                      8              92  Alive
## 369                      4             107  Alive
## 370                      6              85   Dead
## 371                     11              89  Alive
## 372                     14              71   Dead
## 373                      1             102  Alive
## 374                      4              49  Alive
## 375                     13              59  Alive
## 376                     13              90  Alive
## 377                     12              57  Alive
## 378                      3              85  Alive
## 379                      1              86  Alive
## 380                      9             100   Dead
## 381                      2              53  Alive
## 382                      4              54  Alive
## 383                      4             101  Alive
## 384                      6              98  Alive
## 385                      1             104  Alive
## 386                      1              54  Alive
## 387                      1              91  Alive
## 388                      3             107  Alive
## 389                      2              76  Alive
## 390                      1              66  Alive
## 391                     17              76  Alive
## 392                     12              83  Alive
## 393                      2              57  Alive
## 394                      9             102  Alive
## 395                     13              17   Dead
## 396                      1              93  Alive
## 397                      4              87  Alive
## 398                      1             102  Alive
## 399                      8              58  Alive
## 400                      1              51  Alive
## 401                      2              82  Alive
## 402                      1              79  Alive
## 403                      1              56  Alive
## 404                      3              51  Alive
## 405                      1              66  Alive
## 406                      2             100  Alive
## 407                      2              92  Alive
## 408                      2             104  Alive
## 409                      1              91  Alive
## 410                      1              81  Alive
## 411                      2              75  Alive
## 412                      1              85  Alive
## 413                      1              78  Alive
## 414                      1              45   Dead
## 415                      1               3  Alive
## 416                      1              64  Alive
## 417                      2              99  Alive
## 418                      2              55  Alive
## 419                      1              80  Alive
## 420                      1              82  Alive
## 421                      1              96  Alive
## 422                      5              51  Alive
## 423                      1             106  Alive
## 424                      2              22  Alive
## 425                      2              83  Alive
## 426                      1              86  Alive
## 427                      1              99  Alive
## 428                     11             106  Alive
## 429                      2              45   Dead
## 430                      1              99  Alive
## 431                      5              84  Alive
## 432                     14              86  Alive
## 433                      1              87  Alive
## 434                      1              92  Alive
## 435                      1              49  Alive
## 436                     13              30   Dead
## 437                      1              56  Alive
## 438                      1              98  Alive
## 439                      3              97  Alive
## 440                      1             106  Alive
## 441                      2             100  Alive
## 442                     17              75   Dead
## 443                      2              90  Alive
## 444                      2              74  Alive
## 445                      5              66  Alive
## 446                      3               6   Dead
## 447                      3              75  Alive
## 448                      1             107  Alive
## 449                      1              63  Alive
## 450                      6              68  Alive
## 451                      2              55  Alive
## 452                      1              73  Alive
## 453                      1              60  Alive
## 454                      1             100  Alive
## 455                      1              90  Alive
## 456                     19              15   Dead
## 457                      1              95  Alive
## 458                     11              32   Dead
## 459                      1             103  Alive
## 460                      1              99  Alive
## 461                      2             102  Alive
## 462                      2             103  Alive
## 463                      1              88  Alive
## 464                      3              58  Alive
## 465                      3              61  Alive
## 466                      3             101  Alive
## 467                      1             101  Alive
## 468                      2               9  Alive
## 469                      1              68  Alive
## 470                      1              87  Alive
## 471                      1              93  Alive
## 472                      1              61  Alive
## 473                      1              95  Alive
## 474                      8              80  Alive
## 475                      1              13   Dead
## 476                      6              52  Alive
## 477                      3              54  Alive
## 478                      3              56  Alive
## 479                      4              97  Alive
## 480                      6              66  Alive
## 481                      8              98  Alive
## 482                      6              54  Alive
## 483                     24               9   Dead
## 484                      5              73  Alive
## 485                      1              48   Dead
## 486                      1              81  Alive
## 487                      7              69   Dead
## 488                      1              84  Alive
## 489                      1              89  Alive
## 490                      6              97  Alive
## 491                      4              79  Alive
## 492                      1             100  Alive
## 493                      3              67  Alive
## 494                      6              52   Dead
## 495                      2              70  Alive
## 496                      2              95  Alive
## 497                      1              87  Alive
## 498                      1              53  Alive
## 499                     19              51  Alive
## 500                      2              83  Alive
## 501                      5              60  Alive
## 502                      7              63  Alive
## 503                      1             106  Alive
## 504                      2             107  Alive
## 505                      2              95  Alive
## 506                      7              58  Alive
## 507                      1              94  Alive
## 508                      3              52   Dead
## 509                      2              97  Alive
## 510                      1              86  Alive
## 511                      3              91  Alive
## 512                      2              49   Dead
## 513                      2              69  Alive
## 514                      2             100  Alive
## 515                      3               9  Alive
## 516                      2              86  Alive
## 517                     13              90  Alive
## 518                      1              76  Alive
## 519                      5              61  Alive
## 520                      1              69  Alive
## 521                      1               5   Dead
## 522                     12              80  Alive
## 523                     28              40   Dead
## 524                     20              53   Dead
## 525                      1              92  Alive
## 526                     17              39   Dead
## 527                      3              80  Alive
## 528                      1              54  Alive
## 529                     14              98  Alive
## 530                      1              87  Alive
## 531                     28              10  Alive
## 532                      1              80  Alive
## 533                      4              49  Alive
## 534                      5              56  Alive
## 535                      2              75   Dead
## 536                     24             105  Alive
## 537                      1              87  Alive
## 538                      1              53   Dead
## 539                      1              61  Alive
## 540                      1             102  Alive
## 541                      5              70  Alive
## 542                      1             101  Alive
## 543                      1              69  Alive
## 544                      3              80  Alive
## 545                     29              93  Alive
## 546                      1              98  Alive
## 547                      5              59   Dead
## 548                      4              53  Alive
## 549                     22              63   Dead
## 550                      4             107  Alive
## 551                     31              49   Dead
## 552                      3              94  Alive
## 553                      2              60  Alive
## 554                      4             100  Alive
## 555                      2              91  Alive
## 556                      1              66  Alive
## 557                      8              44   Dead
## 558                      7              60  Alive
## 559                      2              50  Alive
## 560                      4              90  Alive
## 561                      5              88  Alive
## 562                      1              75  Alive
## 563                      1              74  Alive
## 564                      1              56  Alive
## 565                      5             103  Alive
## 566                      4              19   Dead
## 567                      2              25   Dead
## 568                      2              93  Alive
## 569                     10              60  Alive
## 570                     13              76  Alive
## 571                      2              87  Alive
## 572                      1              69  Alive
## 573                      9              60   Dead
## 574                      5              95  Alive
## 575                     26             100  Alive
## 576                      7              81  Alive
## 577                      1             104  Alive
## 578                      1              52  Alive
## 579                      2              67  Alive
## 580                      1              87  Alive
## 581                     10              34   Dead
## 582                      1              18   Dead
## 583                      3              55  Alive
## 584                      2              50  Alive
## 585                      1              66  Alive
## 586                      6             107  Alive
## 587                      1             107  Alive
## 588                      1              85  Alive
## 589                     10              34   Dead
## 590                      1              64  Alive
## 591                      3              96  Alive
## 592                      1              98  Alive
## 593                      4              52  Alive
## 594                     15              76   Dead
## 595                      2              76  Alive
## 596                      9              62  Alive
## 597                      1              64  Alive
## 598                      2              54  Alive
## 599                      5              89  Alive
## 600                      2              90  Alive
## 601                      1              61  Alive
## 602                      4              52  Alive
## 603                     15              81  Alive
## 604                      5              69  Alive
## 605                      1              93  Alive
## 606                      3              62  Alive
## 607                      2             103  Alive
## 608                     11              37   Dead
## 609                      3              71  Alive
## 610                      1             100  Alive
## 611                      1              62  Alive
## 612                      2              96  Alive
## 613                      3              74  Alive
## 614                      3              66  Alive
## 615                      1              75  Alive
## 616                      8              89  Alive
## 617                      1             102  Alive
## 618                      1              72  Alive
## 619                      2              97  Alive
## 620                      1             103  Alive
## 621                      1              88   Dead
## 622                      1              60  Alive
## 623                      1              57  Alive
## 624                      9             106  Alive
## 625                      1              81  Alive
## 626                      1              91  Alive
## 627                      8              75  Alive
## 628                      1              51  Alive
## 629                      6              93  Alive
## 630                      1              84  Alive
## 631                      2              96  Alive
## 632                      2               5   Dead
## 633                      1              62  Alive
## 634                     46              50   Dead
## 635                      1              79  Alive
## 636                      2              93  Alive
## 637                      1              88  Alive
## 638                      1              55  Alive
## 639                      1             104  Alive
## 640                      1              85  Alive
## 641                      4              78  Alive
## 642                      3              35   Dead
## 643                      1              94  Alive
## 644                      9              59  Alive
## 645                     19             104  Alive
## 646                      2              75  Alive
## 647                      2              27  Alive
## 648                      3              98  Alive
## 649                      2              68  Alive
## 650                      7              36   Dead
## 651                      1              53  Alive
## 652                      1              79  Alive
## 653                      3              83  Alive
## 654                      2              89  Alive
## 655                      2              64  Alive
## 656                      1              89  Alive
## 657                     22              67   Dead
## 658                      2             102  Alive
## 659                     10              76  Alive
## 660                     16              42   Dead
## 661                      1             101  Alive
## 662                      1              54  Alive
## 663                     27              94  Alive
## 664                      3              36   Dead
## 665                      1              50  Alive
## 666                      5              87   Dead
## 667                      4              85  Alive
## 668                      2              68  Alive
## 669                      1              73  Alive
## 670                      1              59  Alive
## 671                      1              67  Alive
## 672                      1              66  Alive
## 673                      3              58  Alive
## 674                      4              57  Alive
## 675                      2              75  Alive
## 676                      3             104  Alive
## 677                      3              50  Alive
## 678                      3              62   Dead
## 679                      3              93  Alive
## 680                      4               4   Dead
## 681                      1              73  Alive
## 682                     21              95  Alive
## 683                      1              94  Alive
## 684                      5              73   Dead
## 685                     14              47  Alive
## 686                      2              70  Alive
## 687                      2              72  Alive
## 688                      1              81  Alive
## 689                      1              37  Alive
## 690                      1              66  Alive
## 691                      5              95  Alive
## 692                      2              66  Alive
## 693                      2              69  Alive
## 694                      4              95  Alive
## 695                      1              73  Alive
## 696                      6              79  Alive
## 697                     17              80   Dead
## 698                     11              87  Alive
## 699                      6              47  Alive
## 700                      1              79  Alive
## 701                      6              89  Alive
## 702                      5              90  Alive
## 703                      7              74  Alive
## 704                      2              59   Dead
## 705                     10              82  Alive
## 706                      4              58  Alive
## 707                      6              49  Alive
## 708                      2             105  Alive
## 709                     15              60   Dead
## 710                      1              59  Alive
## 711                      4             100  Alive
## 712                      3              93  Alive
## 713                      1              57  Alive
## 714                      2              88  Alive
## 715                      3              95  Alive
## 716                      1              65  Alive
## 717                      2              58  Alive
## 718                      1              72  Alive
## 719                      4              64  Alive
## 720                      1              54  Alive
## 721                      4              93  Alive
## 722                     11               3  Alive
## 723                      3              76  Alive
## 724                      1              79  Alive
## 725                      5              44   Dead
## 726                      3              95  Alive
## 727                      1              66   Dead
## 728                      2              29   Dead
## 729                      7              16   Dead
## 730                     22              33   Dead
## 731                      4              19   Dead
## 732                      2             104  Alive
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## 734                      2              60   Dead
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## 737                      4              40   Dead
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## 742                      3              53  Alive
## 743                      2              61   Dead
## 744                      1              50  Alive
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## 747                      6              85  Alive
## 748                      2              71  Alive
## 749                      4             102  Alive
## 750                      1              58  Alive
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## 752                      1              99  Alive
## 753                      2              61   Dead
## 754                      2              38   Dead
## 755                      6              34   Dead
## 756                      3             103  Alive
## 757                      3              67  Alive
## 758                      1              65   Dead
## 759                      2              97   Dead
## 760                      6              85  Alive
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## 774                      1              53  Alive
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## 776                      1              97  Alive
## 777                     13              26   Dead
## 778                      3              54  Alive
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## 780                      1              82   Dead
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## 784                      8              90   Dead
## 785                      3              49  Alive
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## 799                      2              85  Alive
## 800                      1              61   Dead
## 801                     10              61   Dead
## 802                     16              36   Dead
## 803                      1              56  Alive
## 804                      1              85  Alive
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## 829                      2              77  Alive
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## 831                      1              96  Alive
## 832                      1              97  Alive
## 833                      9              86   Dead
## 834                      4              76  Alive
## 835                      3              20   Dead
## 836                      1              53  Alive
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## 838                      2              69  Alive
## 839                     33              28   Dead
## 840                      2              69  Alive
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## 842                      5             102  Alive
## 843                      1              90  Alive
## 844                      1               5   Dead
## 845                      1              99  Alive
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## 847                      3              87  Alive
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## 850                      1              53  Alive
## 851                      1              96   Dead
## 852                      7              56   Dead
## 853                      3             102  Alive
## 854                      1              57   Dead
## 855                      1             106  Alive
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## 858                      3               7   Dead
## 859                      3             107  Alive
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## 861                      2              45   Dead
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## 863                      1             107  Alive
## 864                     10              43   Dead
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## 866                     14              86  Alive
## 867                      6             107  Alive
## 868                     10              43   Dead
## 869                      3              83  Alive
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## 871                      1              28   Dead
## 872                      1              96  Alive
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## 875                      7              74  Alive
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## 878                      3              38   Dead
## 879                      2              67  Alive
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## 888                      1              47   Dead
## 889                      3              98  Alive
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## 891                      9              62  Alive
## 892                      8              77  Alive
## 893                     22              79   Dead
## 894                      2              68  Alive
## 895                      4              58  Alive
## 896                      2             103  Alive
## 897                      9               4   Dead
## 898                      3              26   Dead
## 899                      5             107  Alive
## 900                      1              77  Alive
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## 906                      2              69  Alive
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## 909                      1              25   Dead
## 910                     29              67   Dead
## 911                      2              80  Alive
## 912                     19              52   Dead
## 913                      1              87  Alive
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## 918                      5              53   Dead
## 919                      1              92  Alive
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## 923                     27              23   Dead
## 924                      2              85  Alive
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## 929                      1               3   Dead
## 930                      1              55  Alive
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## 932                      3              46   Dead
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## 936                      7              19   Dead
## 937                      3              95  Alive
## 938                      9              31   Dead
## 939                      6              38   Dead
## 940                      7              97  Alive
## 941                     22              86  Alive
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## 945                     20              60  Alive
## 946                      3              96  Alive
## 947                      2              44  Alive
## 948                      9              29   Dead
## 949                      4              81  Alive
## 950                     15              28   Dead
## 951                      1              24   Dead
## 952                      1              61  Alive
## 953                      2              74  Alive
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## 955                      2              65  Alive
## 956                      1              43  Alive
## 957                      2              46  Alive
## 958                      2              69  Alive
## 959                      2              81   Dead
## 960                      9             107  Alive
## 961                      1              30   Dead
## 962                      1              92  Alive
## 963                      9             106  Alive
## 964                      5              68  Alive
## 965                     16              72  Alive
## 966                      1              84  Alive
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## 970                      4              44   Dead
## 971                      1              49  Alive
## 972                     11              57   Dead
## 973                      2              77  Alive
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## 975                      1              24   Dead
## 976                      1              71   Dead
## 977                      3              75  Alive
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## 1005                    22              42   Dead
## 1006                     3              74  Alive
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## 1014                     9              33   Dead
## 1015                     7              81  Alive
## 1016                     1              17   Dead
## 1017                     2              52  Alive
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## 1024                     2              35   Dead
## 1025                     5              74  Alive
## 1026                     2              88  Alive
## 1027                     2              89  Alive
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## 1030                     5              96   Dead
## 1031                     1              83  Alive
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## 1034                    11              14   Dead
## 1035                     1              57  Alive
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## 1041                    22              72   Dead
## 1042                     8              90  Alive
## 1043                     4               4   Dead
## 1044                    11              59  Alive
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## 1047                     2              13   Dead
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## 1050                     1              66   Dead
## 1051                     1              62  Alive
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## 1054                     3              22   Dead
## 1055                     2              51  Alive
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## 1063                     8              93   Dead
## 1064                     1              73  Alive
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## 1067                     5             103  Alive
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## 1071                     9              34   Dead
## 1072                     8             106  Alive
## 1073                     7              88  Alive
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## 1079                     4              64  Alive
## 1080                     2              67   Dead
## 1081                    11              80  Alive
## 1082                    20              66   Dead
## 1083                    11               7   Dead
## 1084                     2              96  Alive
## 1085                     2              61  Alive
## 1086                     2              68  Alive
## 1087                     1              73  Alive
## 1088                     1              35  Alive
## 1089                     2              88   Dead
## 1090                    15              83  Alive
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## 1092                     6              78  Alive
## 1093                    17              79   Dead
## 1094                     2              67  Alive
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## 1097                     9              51   Dead
## 1098                     3              56  Alive
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## 1100                     1              73  Alive
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## 1102                     1              57  Alive
## 1103                     3              95  Alive
## 1104                     3             101  Alive
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## 1107                    14              23   Dead
## 1108                    22              82   Dead
## 1109                     1              94  Alive
## 1110                     9             104  Alive
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## 1115                     6              97  Alive
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## 1119                     3              97  Alive
## 1120                    15              77   Dead
## 1121                    30              80   Dead
## 1122                     2              87  Alive
## 1123                     7              52  Alive
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## 1125                     2              76  Alive
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## 1127                     1              56   Dead
## 1128                     1              93  Alive
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## 1130                     2              49  Alive
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## 1132                     2              62  Alive
## 1133                     7              92  Alive
## 1134                     1              79   Dead
## 1135                     2              58  Alive
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## 1137                    10             102  Alive
## 1138                     1              63  Alive
## 1139                     1              45   Dead
## 1140                     2              99  Alive
## 1141                     5              62  Alive
## 1142                     1              82  Alive
## 1143                     9              61  Alive
## 1144                     3               5  Alive
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## 1146                     1              41   Dead
## 1147                     2              98  Alive
## 1148                     1              51  Alive
## 1149                     1              21   Dead
## 1150                     7              55  Alive
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## 1152                    10              98  Alive
## 1153                     1             103  Alive
## 1154                     1              60  Alive
## 1155                     4              52  Alive
## 1156                     4              56   Dead
## 1157                     1               2   Dead
## 1158                     2              91  Alive
## 1159                     1              53  Alive
## 1160                     1              50   Dead
## 1161                     5              96  Alive
## 1162                     1              66  Alive
## 1163                     5              48  Alive
## 1164                     2              81  Alive
## 1165                     2              94  Alive
## 1166                     1              88  Alive
## 1167                     8              56  Alive
## 1168                     4              83  Alive
## 1169                     4              73  Alive
## 1170                     1             103  Alive
## 1171                     7              31   Dead
## 1172                     2              48  Alive
## 1173                     1              89  Alive
## 1174                     1              83  Alive
## 1175                     1              86  Alive
## 1176                     2              97  Alive
## 1177                     6              58  Alive
## 1178                     1             101  Alive
## 1179                     3              53   Dead
## 1180                    12             102  Alive
## 1181                     1              94  Alive
## 1182                     3              76  Alive
## 1183                     6              74  Alive
## 1184                     2              73  Alive
## 1185                     3              61  Alive
## 1186                     1             103  Alive
## 1187                     1              63  Alive
## 1188                     4              95  Alive
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## 1192                     3              87  Alive
## 1193                     1              77  Alive
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## 1196                     1              80  Alive
## 1197                     9              82  Alive
## 1198                     1             101  Alive
## 1199                     1              52  Alive
## 1200                    27              40   Dead
## 1201                     1              79  Alive
## 1202                     2              13   Dead
## 1203                     6             101  Alive
## 1204                     2              88  Alive
## 1205                     1              48  Alive
## 1206                     4              73  Alive
## 1207                     3              69  Alive
## 1208                     2              91  Alive
## 1209                     2             102  Alive
## 1210                     8              77  Alive
## 1211                     1             101   Dead
## 1212                    22              28   Dead
## 1213                    10              10   Dead
## 1214                     1              36   Dead
## 1215                     2              83  Alive
## 1216                     4              83  Alive
## 1217                     2              66  Alive
## 1218                     1              76  Alive
## 1219                     2              98  Alive
## 1220                     2              75  Alive
## 1221                     1             100  Alive
## 1222                     2              72  Alive
## 1223                     6              86  Alive
## 1224                     2              74  Alive
## 1225                     1              78  Alive
## 1226                     2              58  Alive
## 1227                     1              94  Alive
## 1228                     1              62  Alive
## 1229                     2              17   Dead
## 1230                     1              98  Alive
## 1231                     1              50  Alive
## 1232                     7             103  Alive
## 1233                     3              69  Alive
## 1234                     1             107  Alive
## 1235                     1             101  Alive
## 1236                     2              50  Alive
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## 1238                     1              68  Alive
## 1239                     1              52  Alive
## 1240                     1              84  Alive
## 1241                     4             102  Alive
## 1242                     1              53  Alive
## 1243                     2              85  Alive
## 1244                     1             101  Alive
## 1245                     6             106  Alive
## 1246                     6              72   Dead
## 1247                    26              18   Dead
## 1248                     9              48  Alive
## 1249                     3              84  Alive
## 1250                     5              59  Alive
## 1251                     1              72  Alive
## 1252                     1              73  Alive
## 1253                     3              58  Alive
## 1254                     2              88  Alive
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## 1256                     2              86  Alive
## 1257                     1              94  Alive
## 1258                    18              92  Alive
## 1259                     1              49  Alive
## 1260                     1             103  Alive
## 1261                     2             105  Alive
## 1262                    20              83  Alive
## 1263                     1             101  Alive
## 1264                     3              98   Dead
## 1265                     3              81  Alive
## 1266                    13              37   Dead
## 1267                     1              75  Alive
## 1268                    35              48   Dead
## 1269                     2              69  Alive
## 1270                     2             104  Alive
## 1271                     1              87  Alive
## 1272                     1              72  Alive
## 1273                     2              76  Alive
## 1274                     1              75  Alive
## 1275                     1              85  Alive
## 1276                     5              93  Alive
## 1277                     2              56  Alive
## 1278                     8              49  Alive
## 1279                    22              48   Dead
## 1280                     1              70  Alive
## 1281                     7              51  Alive
## 1282                     1              57  Alive
## 1283                     9              57   Dead
## 1284                     3              87  Alive
## 1285                     1              98  Alive
## 1286                     7              80  Alive
## 1287                    10              74  Alive
## 1288                     1             102  Alive
## 1289                     1             104  Alive
## 1290                     2             100  Alive
## 1291                     1              62  Alive
## 1292                     3              72  Alive
## 1293                     1              86  Alive
## 1294                     1              53  Alive
## 1295                     2              58  Alive
## 1296                     2              83  Alive
## 1297                     1              94  Alive
## 1298                     1             101  Alive
## 1299                     2              59   Dead
## 1300                     2              43   Dead
## 1301                     3              54  Alive
## 1302                     1              57  Alive
## 1303                     1              96  Alive
## 1304                     1              64  Alive
## 1305                     2              71  Alive
## 1306                     4              74  Alive
## 1307                     1              49  Alive
## 1308                    16              31   Dead
## 1309                     1              53  Alive
## 1310                     2              96  Alive
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## 1312                     1              64  Alive
## 1313                     1              95  Alive
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## 1316                     1              62  Alive
## 1317                    10              15  Alive
## 1318                     5             107  Alive
## 1319                     1              62  Alive
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## 1321                    12              46   Dead
## 1322                     3              76  Alive
## 1323                     4              77  Alive
## 1324                     1              86  Alive
## 1325                     1              87  Alive
## 1326                     1              24   Dead
## 1327                     1              63  Alive
## 1328                     1              57  Alive
## 1329                     1              72  Alive
## 1330                    15             100  Alive
## 1331                     9              72  Alive
## 1332                     1              67  Alive
## 1333                     1              68   Dead
## 1334                     1             107  Alive
## 1335                    12              86  Alive
## 1336                     1              28   Dead
## 1337                     2              62  Alive
## 1338                     1              76  Alive
## 1339                     1              81  Alive
## 1340                     2              22   Dead
## 1341                    11              93  Alive
## 1342                     1              50  Alive
## 1343                     2              83  Alive
## 1344                     3             104  Alive
## 1345                     1              83  Alive
## 1346                     2               8  Alive
## 1347                     4              30   Dead
## 1348                     1              93  Alive
## 1349                     1              93  Alive
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## 1352                     3              76  Alive
## 1353                     3              65  Alive
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## 1362                     2              98  Alive
## 1363                     1             103  Alive
## 1364                     1              48  Alive
## 1365                     2              68  Alive
## 1366                     1              97  Alive
## 1367                     2              85  Alive
## 1368                     1              47  Alive
## 1369                     2              63  Alive
## 1370                     4              78   Dead
## 1371                     3              54  Alive
## 1372                     1              46  Alive
## 1373                     4              74  Alive
## 1374                     8              98  Alive
## 1375                     1              97  Alive
## 1376                     7              36   Dead
## 1377                     2              66  Alive
## 1378                    10              14   Dead
## 1379                    16              25   Dead
## 1380                     1              64  Alive
## 1381                     2              79  Alive
## 1382                     3              39   Dead
## 1383                    25              83   Dead
## 1384                     1             103  Alive
## 1385                    14               7   Dead
## 1386                     1              90  Alive
## 1387                     1              48  Alive
## 1388                     9              75  Alive
## 1389                    17             100  Alive
## 1390                     1              76  Alive
## 1391                     2              87  Alive
## 1392                    13              48  Alive
## 1393                     1             103  Alive
## 1394                     1              87  Alive
## 1395                     4              58  Alive
## 1396                     1              89  Alive
## 1397                    11              50  Alive
## 1398                     2              40   Dead
## 1399                     1              54  Alive
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## 1401                    10              51   Dead
## 1402                     1              18  Alive
## 1403                     1             100  Alive
## 1404                     3              95  Alive
## 1405                     1              67  Alive
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## 1408                     3              56  Alive
## 1409                     3              54  Alive
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## 1411                     2             106  Alive
## 1412                    24              59   Dead
## 1413                     3              99  Alive
## 1414                     1              66  Alive
## 1415                     5              61  Alive
## 1416                     8              73  Alive
## 1417                     6              94  Alive
## 1418                    15              93  Alive
## 1419                     2              56  Alive
## 1420                     1              83  Alive
## 1421                    10              56   Dead
## 1422                     1              69  Alive
## 1423                     1              76  Alive
## 1424                     1              85  Alive
## 1425                     6              48   Dead
## 1426                     9              78  Alive
## 1427                     2              75  Alive
## 1428                     3             107  Alive
## 1429                     1              63  Alive
## 1430                     3              94  Alive
## 1431                    20              55  Alive
## 1432                     1              98  Alive
## 1433                     3              40   Dead
## 1434                    16              65  Alive
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## 1445                     2               5  Alive
## 1446                     1              95   Dead
## 1447                     3              87  Alive
## 1448                     6             100  Alive
## 1449                     5              99  Alive
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## 1453                    19              74  Alive
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## 1455                     3              55  Alive
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## 1457                     1              51  Alive
## 1458                     1              40   Dead
## 1459                     4              79   Dead
## 1460                    16              41   Dead
## 1461                    19             102  Alive
## 1462                     1              40  Alive
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## 1472                     9             106  Alive
## 1473                     8              40   Dead
## 1474                     1              82  Alive
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## 1483                     1              90  Alive
## 1484                     8              90   Dead
## 1485                     1              64   Dead
## 1486                     1              50  Alive
## 1487                     1              54  Alive
## 1488                     2              13   Dead
## 1489                     7              89  Alive
## 1490                     1             102  Alive
## 1491                     2              47   Dead
## 1492                     4              63  Alive
## 1493                     4              90  Alive
## 1494                     5              75  Alive
## 1495                     2              46  Alive
## 1496                     2              57  Alive
## 1497                     1              31   Dead
## 1498                     6              53   Dead
## 1499                     2              79  Alive
## 1500                     4              50  Alive
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## 1508                     1              82  Alive
## 1509                     5             107  Alive
## 1510                    13              54   Dead
## 1511                     1              96  Alive
## 1512                    10              53  Alive
## 1513                     8              89  Alive
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## 1525                     1              89  Alive
## 1526                     1              91  Alive
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## 1528                     1             103  Alive
## 1529                     1              81  Alive
## 1530                     2              47   Dead
## 1531                     1              77  Alive
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## 1533                     1              89  Alive
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## 1541                    15              80  Alive
## 1542                    13              13   Dead
## 1543                     4             105  Alive
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## 1547                     2             103  Alive
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## 1551                     1             102  Alive
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## 1555                     6              33   Dead
## 1556                     1             107  Alive
## 1557                     7              77  Alive
## 1558                     8              84  Alive
## 1559                     1              91  Alive
## 1560                     2              61  Alive
## 1561                     7               9   Dead
## 1562                     2              56  Alive
## 1563                    14              10   Dead
## 1564                     2             103  Alive
## 1565                     2              58  Alive
## 1566                     2             103  Alive
## 1567                    16              25   Dead
## 1568                    29              31   Dead
## 1569                     1              50  Alive
## 1570                     1              66  Alive
## 1571                     1              69  Alive
## 1572                     1              51  Alive
## 1573                     6              86   Dead
## 1574                     1              96  Alive
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## 1576                     1              58  Alive
## 1577                     3              66  Alive
## 1578                     8              55  Alive
## 1579                     1             102  Alive
## 1580                     3             104  Alive
## 1581                     3              77  Alive
## 1582                     8              31   Dead
## 1583                     3              37   Dead
## 1584                     2              77  Alive
## 1585                     1              81  Alive
## 1586                     1              93  Alive
## 1587                     3              93  Alive
## 1588                     1             103  Alive
## 1589                     2              72   Dead
## 1590                     5              76  Alive
## 1591                     6              52   Dead
## 1592                     3              71  Alive
## 1593                     5              81  Alive
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## 1595                    10              84   Dead
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## 1598                     1              51  Alive
## 1599                     3              53   Dead
## 1600                     3              98  Alive
## 1601                     4              51  Alive
## 1602                     4              69  Alive
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## 1604                     2              59  Alive
## 1605                    21              21   Dead
## 1606                     8              61  Alive
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## 1608                     2             107  Alive
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## 1627                     1             101  Alive
## 1628                     1              64  Alive
## 1629                    17              31   Dead
## 1630                     1              91  Alive
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## 1632                     4             105  Alive
## 1633                     2              78  Alive
## 1634                     2              40   Dead
## 1635                     2              92  Alive
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## 1638                     8              98  Alive
## 1639                     6              40   Dead
## 1640                     7              76  Alive
## 1641                     2              31  Alive
## 1642                     2              95  Alive
## 1643                     3              71  Alive
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## 1666                     3              95  Alive
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## 1668                    29              25   Dead
## 1669                     1              61  Alive
## 1670                     1              59   Dead
## 1671                     3              61  Alive
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## 1687                     3              47   Dead
## 1688                     1              53  Alive
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## 1699                     2              76   Dead
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## 1703                     1               4   Dead
## 1704                     2              20  Alive
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## 1710                     5               3   Dead
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## 1712                    25              25   Dead
## 1713                     9              66  Alive
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## 1717                     5              59   Dead
## 1718                     1              56  Alive
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## 1723                     1              93   Dead
## 1724                     2              47  Alive
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## 1728                     2              93  Alive
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## 1730                     4              49   Dead
## 1731                     1              56  Alive
## 1732                    21               4   Dead
## 1733                     1             107  Alive
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## 1738                     1              11   Dead
## 1739                     1             102  Alive
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## 1752                     1               2   Dead
## 1753                     1             102  Alive
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## 1755                    17              14   Dead
## 1756                     4              60  Alive
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## 1758                     2              72  Alive
## 1759                     2             107  Alive
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## 1761                     2             101  Alive
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## 1768                     1             102  Alive
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## 1770                     3              50   Dead
## 1771                     2              52  Alive
## 1772                     2             100  Alive
## 1773                     2              83  Alive
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## 1775                     2              61  Alive
## 1776                     8              53  Alive
## 1777                     1              47   Dead
## 1778                     6              97   Dead
## 1779                     1              31  Alive
## 1780                     2              65  Alive
## 1781                     3              75  Alive
## 1782                     1              82  Alive
## 1783                     1              97  Alive
## 1784                     1              37   Dead
## 1785                     1              58  Alive
## 1786                    11             101  Alive
## 1787                     3              71  Alive
## 1788                     7             105  Alive
## 1789                     2              63  Alive
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## 1797                     1              54   Dead
## 1798                     3              79  Alive
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## 1800                    12             104  Alive
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## 1802                    10              42   Dead
## 1803                     4              64  Alive
## 1804                     1              96  Alive
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## 1807                     1              63  Alive
## 1808                    12              67  Alive
## 1809                     9              83  Alive
## 1810                     1             107  Alive
## 1811                     5             106  Alive
## 1812                     1              18   Dead
## 1813                     9              70  Alive
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## 1823                     3              22   Dead
## 1824                     4              94  Alive
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## 1827                     4              25   Dead
## 1828                     5              69  Alive
## 1829                     6              90   Dead
## 1830                     6              59   Dead
## 1831                     1              55  Alive
## 1832                     2             105  Alive
## 1833                     1              95  Alive
## 1834                    19              45   Dead
## 1835                     1              14   Dead
## 1836                    11              56   Dead
## 1837                     2              82  Alive
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## 1846                     1              21   Dead
## 1847                     2             102  Alive
## 1848                    11              84  Alive
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## 1850                     1              75  Alive
## 1851                     4              81  Alive
## 1852                     3              13   Dead
## 1853                     9              96  Alive
## 1854                     3              58  Alive
## 1855                     1             100   Dead
## 1856                     3              96  Alive
## 1857                     1              58  Alive
## 1858                     1              73  Alive
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## 1862                    16               6   Dead
## 1863                     1              79  Alive
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## 1865                     2             107  Alive
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## 1872                     1              89  Alive
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## 1874                     4             106  Alive
## 1875                     1              52  Alive
## 1876                     2              80   Dead
## 1877                     1              73  Alive
## 1878                     5              52  Alive
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## 1880                    10              55  Alive
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## 1889                     1              80   Dead
## 1890                     4              54  Alive
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## 1894                     3               4   Dead
## 1895                     1             101  Alive
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## 1899                     5              70  Alive
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## 1901                     5               9  Alive
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## 1903                     2             100  Alive
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## 1908                    16              85  Alive
## 1909                    11              75  Alive
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## 1912                     2              66  Alive
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## 1914                     1              66  Alive
## 1915                     2              26  Alive
## 1916                     3              89  Alive
## 1917                     9              53   Dead
## 1918                     5              23   Dead
## 1919                     1              68  Alive
## 1920                     1              83  Alive
## 1921                     1              63  Alive
## 1922                     9              68  Alive
## 1923                     1              99  Alive
## 1924                     2             100  Alive
## 1925                     2             106  Alive
## 1926                     1             102  Alive
## 1927                     1              27   Dead
## 1928                     3              48   Dead
## 1929                    18              91  Alive
## 1930                     1              63  Alive
## 1931                     3              68  Alive
## 1932                     5              77   Dead
## 1933                     1             100  Alive
## 1934                     1              78  Alive
## 1935                     2              41  Alive
## 1936                    23              86  Alive
## 1937                     2              91  Alive
## 1938                     5              53   Dead
## 1939                     4              56  Alive
## 1940                     5              54  Alive
## 1941                     1             106  Alive
## 1942                     1             101  Alive
## 1943                     5              81   Dead
## 1944                     6              92  Alive
## 1945                     2             102  Alive
## 1946                     2              70  Alive
## 1947                     2              30   Dead
## 1948                     1              93  Alive
## 1949                     1              59  Alive
## 1950                     1              52  Alive
## 1951                     3              63   Dead
## 1952                     3              18  Alive
## 1953                     5              34   Dead
## 1954                     2              59  Alive
## 1955                     4             107  Alive
## 1956                    10              59  Alive
## 1957                     5             102  Alive
## 1958                     1              49  Alive
## 1959                     1              56  Alive
## 1960                     1              60  Alive
## 1961                     3              94  Alive
## 1962                     1              55   Dead
## 1963                     1              94  Alive
## 1964                     9              73   Dead
## 1965                     4              91  Alive
## 1966                     1              41  Alive
## 1967                     1              84  Alive
## 1968                     5              52   Dead
## 1969                     6               6   Dead
## 1970                     1              65  Alive
## 1971                     3              71  Alive
## 1972                     3              66  Alive
## 1973                    17              65  Alive
## 1974                     1               8  Alive
## 1975                     3              79  Alive
## 1976                    11              80  Alive
## 1977                     1              62  Alive
## 1978                     2              71   Dead
## 1979                     1              97  Alive
## 1980                    13             102  Alive
## 1981                     2              61  Alive
## 1982                     2              61  Alive
## 1983                     1              75  Alive
## 1984                     1              83  Alive
## 1985                     4              44   Dead
## 1986                     3              70  Alive
## 1987                     7              27   Dead
## 1988                     1              62  Alive
## 1989                     3              69  Alive
## 1990                     6              73  Alive
## 1991                     2              63  Alive
## 1992                     1              88  Alive
## 1993                    15              69  Alive
## 1994                     1              51  Alive
## 1995                    12               9   Dead
## 1996                     4             107  Alive
## 1997                     1              68  Alive
## 1998                     1              78  Alive
## 1999                     2              89  Alive
## 2000                     1              96  Alive
## 2001                     1             100  Alive
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## 2003                     1              76  Alive
## 2004                     2              95  Alive
## 2005                     1              98  Alive
## 2006                     1              77  Alive
## 2007                     7              87  Alive
## 2008                     3             106  Alive
## 2009                     1              97  Alive
## 2010                     1              56  Alive
## 2011                     2              61  Alive
## 2012                     1              67  Alive
## 2013                     1              98  Alive
## 2014                     1              50  Alive
## 2015                    14              73  Alive
## 2016                     1              89  Alive
## 2017                     2              60  Alive
## 2018                     3              57  Alive
## 2019                     2             107  Alive
## 2020                     1              94  Alive
## 2021                     1              85  Alive
## 2022                     1              58  Alive
## 2023                     1             102  Alive
## 2024                     1              16   Dead
## 2025                    14              61  Alive
## 2026                    12              68   Dead
## 2027                     2              57  Alive
## 2028                     1              74  Alive
## 2029                    29               8   Dead
## 2030                     1              65  Alive
## 2031                     3              82   Dead
## 2032                    27              49  Alive
## 2033                    22              59   Dead
## 2034                     2              92  Alive
## 2035                     1             102  Alive
## 2036                     3              67   Dead
## 2037                    19              44   Dead
## 2038                    14              55  Alive
## 2039                    12              99  Alive
## 2040                     3              60  Alive
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## 2044                     8             103  Alive
## 2045                     2              85  Alive
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## 2047                     1              98  Alive
## 2048                     3              65  Alive
## 2049                     1              55  Alive
## 2050                     1              53   Dead
## 2051                     1              63  Alive
## 2052                     2              95  Alive
## 2053                     2             106  Alive
## 2054                     1              53   Dead
## 2055                     6              89  Alive
## 2056                     1             101  Alive
## 2057                     3              98  Alive
## 2058                     1             106  Alive
## 2059                    18              98  Alive
## 2060                     1              98  Alive
## 2061                     4              44   Dead
## 2062                     2              82  Alive
## 2063                     1              81   Dead
## 2064                     5              65  Alive
## 2065                     1             107  Alive
## 2066                     2              96  Alive
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## 2068                    15              94  Alive
## 2069                     6              72  Alive
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## 2071                     1             106  Alive
## 2072                     6              56  Alive
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## 2080                     1             100  Alive
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## 2084                     1              48   Dead
## 2085                     1              82  Alive
## 2086                     3              54  Alive
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## 2089                     4              46   Dead
## 2090                     4              91  Alive
## 2091                     2              51  Alive
## 2092                     5               8  Alive
## 2093                     6              91  Alive
## 2094                     1              49  Alive
## 2095                    10              81   Dead
## 2096                     7              36   Dead
## 2097                     8              42   Dead
## 2098                     5              65  Alive
## 2099                     1              87   Dead
## 2100                     1              23  Alive
## 2101                     1              68  Alive
## 2102                     1              84  Alive
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## 2104                     1              71  Alive
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## 2107                     6               6   Dead
## 2108                     8              43   Dead
## 2109                     1              96  Alive
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## 2111                     1              91  Alive
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## 2115                     4              65  Alive
## 2116                     1              51  Alive
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## 2118                     1              58  Alive
## 2119                    12              68   Dead
## 2120                     2              96  Alive
## 2121                     1              90  Alive
## 2122                     1              82  Alive
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## 2140                     7              24   Dead
## 2141                     2              69  Alive
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## 2144                     2              67   Dead
## 2145                     1              72  Alive
## 2146                     4              55  Alive
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## 2150                    11              65   Dead
## 2151                     2              59  Alive
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## 2166                     4              54   Dead
## 2167                     2              58  Alive
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## 2173                    10              34   Dead
## 2174                     2              78  Alive
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## 2178                     2              27   Dead
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## 2184                    15              55   Dead
## 2185                     1              63  Alive
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## 2193                     1              59   Dead
## 2194                     8              28  Alive
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## 2198                     1              44   Dead
## 2199                    12              64  Alive
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## 2212                     1              56   Dead
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## 2239                    12              99   Dead
## 2240                     3              41  Alive
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## 2245                    16              48   Dead
## 2246                     4              88  Alive
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## 2259                     4              52   Dead
## 2260                     1              88  Alive
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## 2262                     4              60   Dead
## 2263                     1              97  Alive
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## 2278                     3             102  Alive
## 2279                    15              47   Dead
## 2280                    12              48  Alive
## 2281                     3              81  Alive
## 2282                    18              93   Dead
## 2283                     1              74  Alive
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## 2286                    17              42   Dead
## 2287                     3              91  Alive
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## 2289                     4              38   Dead
## 2290                     1              58  Alive
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## 2305                     6              70   Dead
## 2306                     3              69  Alive
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## 2310                     4              23   Dead
## 2311                     6              70  Alive
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## 2315                     1              24   Dead
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## 2317                     2              86   Dead
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## 2322                     2              51  Alive
## 2323                    18              34   Dead
## 2324                     7              13   Dead
## 2325                     4              59  Alive
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## 2335                    10              23   Dead
## 2336                     1             100  Alive
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## 2340                    12              25   Dead
## 2341                     5              22   Dead
## 2342                     2              54  Alive
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## 2352                     4              96  Alive
## 2353                     3             103  Alive
## 2354                     3              77  Alive
## 2355                     5              41   Dead
## 2356                     1              68  Alive
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## 2358                     1              66  Alive
## 2359                    17              36   Dead
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## 2362                     2              37   Dead
## 2363                    18              77  Alive
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## 2373                     4              59   Dead
## 2374                     1              95  Alive
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## 2381                     5              31   Dead
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## 2384                     1              32   Dead
## 2385                     1             104  Alive
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## 2390                     7              13   Dead
## 2391                     6              70  Alive
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## 2407                     4              82   Dead
## 2408                     1              80  Alive
## 2409                     1               6   Dead
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## 2420                     1              43   Dead
## 2421                     1              65  Alive
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## 2425                     1             102  Alive
## 2426                    28              29   Dead
## 2427                     3              83  Alive
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## 2429                     1              22   Dead
## 2430                     2              57  Alive
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## 2439                     2              48  Alive
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## 2447                     2             103  Alive
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## 2455                     1              35   Dead
## 2456                     3              84  Alive
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## 2463                    14              51   Dead
## 2464                     4              88  Alive
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## 2481                     5               7   Dead
## 2482                     2              51  Alive
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## 2489                     3              63  Alive
## 2490                    16              48   Dead
## 2491                     5              66  Alive
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## 2493                     4              66   Dead
## 2494                     9              95  Alive
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## 2496                    19              66  Alive
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## 2501                     7              46   Dead
## 2502                     1              82  Alive
## 2503                     1              20   Dead
## 2504                     3              50   Dead
## 2505                     5              48  Alive
## 2506                     5              13   Dead
## 2507                    10              83  Alive
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## 2511                     5              16   Dead
## 2512                     1              78  Alive
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## 2519                     2              85  Alive
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## 2524                     6              89  Alive
## 2525                     2              86   Dead
## 2526                    15              80   Dead
## 2527                     2              70  Alive
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## 2529                    15              51   Dead
## 2530                     1              68  Alive
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## 2534                    13              58   Dead
## 2535                     9              51  Alive
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## 2546                     1              18   Dead
## 2547                    21              98  Alive
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## 2549                     3              43   Dead
## 2550                     2              95  Alive
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## 2572                     1              33   Dead
## 2573                     6              49  Alive
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## 2575                     6              42   Dead
## 2576                     6              84  Alive
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## 2579                     3              51   Dead
## 2580                     2              59  Alive
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## 2600                     4              32   Dead
## 2601                     1              26   Dead
## 2602                     6              55  Alive
## 2603                    10              81  Alive
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## 2605                     2              33   Dead
## 2606                     5              94  Alive
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## 2608                     4              29   Dead
## 2609                     6             100  Alive
## 2610                    16              84   Dead
## 2611                    11              77  Alive
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## 2613                     1              83   Dead
## 2614                     7              64  Alive
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## 2616                     3              59   Dead
## 2617                     3              67  Alive
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## 2625                     1               9   Dead
## 2626                     1             107  Alive
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## 2630                     1              60   Dead
## 2631                     4              53  Alive
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## 2638                     3              32   Dead
## 2639                    28              56   Dead
## 2640                     2             104  Alive
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## 2642                     4              11   Dead
## 2643                     2             104  Alive
## 2644                     5              70   Dead
## 2645                    10              10   Dead
## 2646                     1              56  Alive
## 2647                     4              35   Dead
## 2648                     1              52  Alive
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## 2650                     5              52   Dead
## 2651                     4              85  Alive
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## 2654                     5              40   Dead
## 2655                     1              83  Alive
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## 2657                     3              51   Dead
## 2658                     1              48  Alive
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## 2662                    11              52   Dead
## 2663                     1              99  Alive
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## 2668                     1              16   Dead
## 2669                     1              59  Alive
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## 2683                     2              59   Dead
## 2684                     1             105  Alive
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## 2694                     3              81  Alive
## 2695                     9              53   Dead
## 2696                     5              89  Alive
## 2697                     4              69  Alive
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## 2701                    19              67   Dead
## 2702                     1              63  Alive
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## 2713                    12              82   Dead
## 2714                     1              79  Alive
## 2715                     5              27   Dead
## 2716                    13             101  Alive
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## 2733                     1              49   Dead
## 2734                     4              83  Alive
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## 2738                     9              82   Dead
## 2739                     6              70  Alive
## 2740                    15              10   Dead
## 2741                     1              81   Dead
## 2742                     2              51   Dead
## 2743                     1              84  Alive
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## 2762                    16              13   Dead
## 2763                     5              66  Alive
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## 2775                     3              98  Alive
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## 2787                     1              45   Dead
## 2788                     1              39   Dead
## 2789                     5              92  Alive
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## 2791                     1              51  Alive
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## 2805                     7              17   Dead
## 2806                     1              57  Alive
## 2807                    12              80  Alive
## 2808                    19              77  Alive
## 2809                     2              30   Dead
## 2810                     1              71  Alive
## 2811                     5              65  Alive
## 2812                     3              98  Alive
## 2813                     1              44   Dead
## 2814                     1              60  Alive
## 2815                     1              60  Alive
## 2816                     7              34   Dead
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## 2818                     1              84  Alive
## 2819                     1              94  Alive
## 2820                     2              41   Dead
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## 2822                     2              97  Alive
## 2823                     3             105  Alive
## 2824                     1              80  Alive
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## 2827                     1              39  Alive
## 2828                     1             106  Alive
## 2829                     1             100  Alive
## 2830                    11              65   Dead
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## 2832                     6              84  Alive
## 2833                     1              86  Alive
## 2834                     2              52  Alive
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## 2837                     5              52   Dead
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## 2839                     8              70  Alive
## 2840                     1              71  Alive
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## 2842                     1              69  Alive
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## 2845                     9              79  Alive
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## 2848                     1              91  Alive
## 2849                     1              79  Alive
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## 2851                     2              86  Alive
## 2852                     1              98  Alive
## 2853                     4              43   Dead
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## 2857                     6              86  Alive
## 2858                     1              87  Alive
## 2859                     3             104  Alive
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## 2866                     2              38   Dead
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## 2868                     3              40   Dead
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## 2871                     1              93  Alive
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## 2873                     2              35   Dead
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## 2876                     2              68  Alive
## 2877                     3              98  Alive
## 2878                     3              87  Alive
## 2879                    13              63   Dead
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## 2881                     2              59  Alive
## 2882                     5              22   Dead
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## 2887                     1              53  Alive
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## 2889                     2              45  Alive
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## 2897                     1              75  Alive
## 2898                     1              78  Alive
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## 2903                     9              81  Alive
## 2904                    16              35   Dead
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## 2907                    11              61   Dead
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## 2909                     1              74  Alive
## 2910                    20              25   Dead
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## 2915                     4              78  Alive
## 2916                     1              53  Alive
## 2917                     1              41   Dead
## 2918                     1              96  Alive
## 2919                     1             105  Alive
## 2920                     1              97  Alive
## 2921                     1              84  Alive
## 2922                     1               6   Dead
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## 2924                     1              38  Alive
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## 2926                     1              75  Alive
## 2927                     1              91  Alive
## 2928                     1              77  Alive
## 2929                    30              44   Dead
## 2930                     7              20   Dead
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## 2934                     1              76  Alive
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## 2946                     2              63  Alive
## 2947                     1              75  Alive
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## 2950                     2              78  Alive
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## 2952                     4              81   Dead
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## 2957                     1              27  Alive
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## 2959                     2              61  Alive
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## 2965                     4              68  Alive
## 2966                     1              61  Alive
## 2967                    21              41   Dead
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## 2974                     2              95  Alive
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## 2977                     2             102  Alive
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## 2981                     1              69  Alive
## 2982                     8             101  Alive
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## 2986                     1              60  Alive
## 2987                     1              40   Dead
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## 2989                    14              18   Dead
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## 2993                     4              88  Alive
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## 2997                     1             105  Alive
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## 3008                    15              34   Dead
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## 3016                     5              57  Alive
## 3017                     3              64  Alive
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## 3019                     1              74   Dead
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## 3022                     4              63  Alive
## 3023                     1              83  Alive
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## 3025                     2              80   Dead
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## 3028                     1              89  Alive
## 3029                     2              86  Alive
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## 3033                     9              58  Alive
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## 3040                     8              67  Alive
## 3041                     4              55  Alive
## 3042                     2              59  Alive
## 3043                     1              78  Alive
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## 3045                     1              53  Alive
## 3046                     3              41  Alive
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## 3048                     1              50  Alive
## 3049                     7              60  Alive
## 3050                     5              47  Alive
## 3051                     1              54  Alive
## 3052                     2             101  Alive
## 3053                     8              18   Dead
## 3054                     1              85  Alive
## 3055                     1              55  Alive
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## 3057                     1              50  Alive
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## 3059                     3              64  Alive
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## 3071                     2              36   Dead
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## 3083                    22              14   Dead
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## 3096                     8              10   Dead
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## 3106                     7              53  Alive
## 3107                     3              29   Dead
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## 3109                    16              20   Dead
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## 3134                     1              83  Alive
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## 3136                     6              25   Dead
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## 3138                     7              56   Dead
## 3139                     8              30   Dead
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## 3141                     3              88  Alive
## 3142                     1              45   Dead
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## 3146                     1              52   Dead
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## 3148                     1              69  Alive
## 3149                     1              88  Alive
## 3150                     8             107  Alive
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## 3169                     1              68  Alive
## 3170                     5              64   Dead
## 3171                     2             101  Alive
## 3172                     2              69  Alive
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## 3180                     4              27   Dead
## 3181                     2              52  Alive
## 3182                     7              35   Dead
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## 3184                     8              48  Alive
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## 3191                     7              43   Dead
## 3192                     3              61  Alive
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## 3195                     6             101  Alive
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## 3202                     3              93   Dead
## 3203                     1              62  Alive
## 3204                     1              95  Alive
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## 3207                    17              10   Dead
## 3208                     1              54  Alive
## 3209                     2              55  Alive
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## 3213                     2             101  Alive
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## 3218                     2              63  Alive
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## 3222                    18              24   Dead
## 3223                     2              63  Alive
## 3224                     1              61  Alive
## 3225                     1              54  Alive
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## 3228                     2              78  Alive
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## 3232                     1              91  Alive
## 3233                     4              49  Alive
## 3234                     2              91  Alive
## 3235                     4              45   Dead
## 3236                     7              70  Alive
## 3237                     1              51   Dead
## 3238                     2              50  Alive
## 3239                     2              98  Alive
## 3240                     3              38   Dead
## 3241                     1             106  Alive
## 3242                     3              95  Alive
## 3243                     1              85  Alive
## 3244                     1              93  Alive
## 3245                    12              22   Dead
## 3246                    21              22   Dead
## 3247                     3              66  Alive
## 3248                     8             106  Alive
## 3249                     1              93  Alive
## 3250                     1              74   Dead
## 3251                     3             100  Alive
## 3252                     1              58  Alive
## 3253                     1              84  Alive
## 3254                     7              36   Dead
## 3255                     2             107  Alive
## 3256                     1              87  Alive
## 3257                     2              79  Alive
## 3258                     4              56   Dead
## 3259                     2              82  Alive
## 3260                     5             105  Alive
## 3261                     1              82  Alive
## 3262                     3              68  Alive
## 3263                     1              69  Alive
## 3264                     1              63  Alive
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## 3267                     1              85  Alive
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## 3269                     8              56  Alive
## 3270                     3              59  Alive
## 3271                     1              72  Alive
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## 3273                     4              72  Alive
## 3274                     5              53  Alive
## 3275                     6              99  Alive
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## 3277                     2              57  Alive
## 3278                     2              27   Dead
## 3279                     5              99  Alive
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## 3282                     6             104  Alive
## 3283                     1             100  Alive
## 3284                     2              49  Alive
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## 3286                     1             103  Alive
## 3287                     9              23   Dead
## 3288                     5              71  Alive
## 3289                     1              58  Alive
## 3290                     7              65  Alive
## 3291                     5              33  Alive
## 3292                     1              88  Alive
## 3293                     2              62  Alive
## 3294                     1              59  Alive
## 3295                     5              81  Alive
## 3296                     1              97  Alive
## 3297                     4             103  Alive
## 3298                     2              88  Alive
## 3299                     1              88  Alive
## 3300                     3              96  Alive
## 3301                     1              52  Alive
## 3302                     7             100  Alive
## 3303                     2              56  Alive
## 3304                     4              41   Dead
## 3305                     1              88  Alive
## 3306                     3              77  Alive
## 3307                     4              88  Alive
## 3308                     1              89  Alive
## 3309                     1             102  Alive
## 3310                     6              63  Alive
## 3311                     3              78  Alive
## 3312                     2              83  Alive
## 3313                     6              55  Alive
## 3314                     3             100  Alive
## 3315                     1              45  Alive
## 3316                     3              41   Dead
## 3317                     4              96  Alive
## 3318                     3              86  Alive
## 3319                     2              68  Alive
## 3320                     6              73  Alive
## 3321                     4              50  Alive
## 3322                     3              89  Alive
## 3323                     2              71  Alive
## 3324                     5              92   Dead
## 3325                    14             101  Alive
## 3326                     1              89  Alive
## 3327                    20              92  Alive
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## 3329                     1              88  Alive
## 3330                     1              88  Alive
## 3331                    19              72  Alive
## 3332                     2              85  Alive
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## 3334                    12              19   Dead
## 3335                     5              88  Alive
## 3336                    11              75  Alive
## 3337                     4              80  Alive
## 3338                     2              51  Alive
## 3339                     1              50  Alive
## 3340                     1             101  Alive
## 3341                     1              99  Alive
## 3342                     3              89  Alive
## 3343                     3              70  Alive
## 3344                     1              62  Alive
## 3345                     1              76  Alive
## 3346                     1              98  Alive
## 3347                    14              56  Alive
## 3348                     1             105  Alive
## 3349                     2             103  Alive
## 3350                     2              12   Dead
## 3351                     3              75  Alive
## 3352                     4              62   Dead
## 3353                     3              60  Alive
## 3354                     2              96  Alive
## 3355                     8              99  Alive
## 3356                     1              79  Alive
## 3357                     2              83  Alive
## 3358                     1              54  Alive
## 3359                     1              56  Alive
## 3360                     2              83  Alive
## 3361                     1              90  Alive
## 3362                     3             107  Alive
## 3363                     1             100  Alive
## 3364                     2              62  Alive
## 3365                     1              51  Alive
## 3366                    12              95  Alive
## 3367                    14              29   Dead
## 3368                     2              72  Alive
## 3369                     5              57  Alive
## 3370                     1              93  Alive
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## 3373                     2              73  Alive
## 3374                     1              70  Alive
## 3375                     7              69  Alive
## 3376                    10              58  Alive
## 3377                     2             100  Alive
## 3378                     2              61  Alive
## 3379                     1              64  Alive
## 3380                     1             105  Alive
## 3381                     1              67  Alive
## 3382                     2              89  Alive
## 3383                     1              93  Alive
## 3384                     1             100  Alive
## 3385                     1              78  Alive
## 3386                     1              93  Alive
## 3387                     1              67  Alive
## 3388                    11              57   Dead
## 3389                     2              72  Alive
## 3390                     2              67  Alive
## 3391                     5              53   Dead
## 3392                     1             103  Alive
## 3393                    16              64  Alive
## 3394                    12              38  Alive
## 3395                     1              31   Dead
## 3396                     1             100  Alive
## 3397                     1              55  Alive
## 3398                     7              86  Alive
## 3399                     5              63  Alive
## 3400                     6              41   Dead
## 3401                     1              65  Alive
## 3402                    24              41   Dead
## 3403                     1              65  Alive
## 3404                    11              62  Alive
## 3405                     4              58  Alive
## 3406                     1              50   Dead
## 3407                     1              67  Alive
## 3408                     1             104  Alive
## 3409                     1              55  Alive
## 3410                     2             102  Alive
## 3411                     7              69  Alive
## 3412                     1              14   Dead
## 3413                     3              61   Dead
## 3414                     1              52  Alive
## 3415                     3              83  Alive
## 3416                     2              69  Alive
## 3417                     2              80  Alive
## 3418                     1              60   Dead
## 3419                     5              73   Dead
## 3420                     3              63  Alive
## 3421                     3              63  Alive
## 3422                     2              49  Alive
## 3423                     1              69  Alive
## 3424                     2              74  Alive
## 3425                     2              52  Alive
## 3426                     4              75  Alive
## 3427                     1              90  Alive
## 3428                     3               6   Dead
## 3429                     1              88  Alive
## 3430                     6              83  Alive
## 3431                     2              58  Alive
## 3432                     9              62  Alive
## 3433                     3             100  Alive
## 3434                     1              56  Alive
## 3435                     1              59  Alive
## 3436                     2              71  Alive
## 3437                     1              97  Alive
## 3438                     3              57   Dead
## 3439                     4              81  Alive
## 3440                     6              98  Alive
## 3441                     1              50  Alive
## 3442                     4              79  Alive
## 3443                     5              46   Dead
## 3444                     3              87   Dead
## 3445                     1              79  Alive
## 3446                     1              34   Dead
## 3447                    12              48  Alive
## 3448                     1              48  Alive
## 3449                     4              96  Alive
## 3450                     5              89  Alive
## 3451                     2              81  Alive
## 3452                     2              76  Alive
## 3453                     5              70  Alive
## 3454                     3              82  Alive
## 3455                     9             105  Alive
## 3456                     5             101  Alive
## 3457                     5              90  Alive
## 3458                     3              39   Dead
## 3459                    11             105  Alive
## 3460                     5              69   Dead
## 3461                    11              88  Alive
## 3462                     1              51  Alive
## 3463                     2              20   Dead
## 3464                     7              63   Dead
## 3465                     7              80  Alive
## 3466                     3              81  Alive
## 3467                     2              55  Alive
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## 3469                     1              97  Alive
## 3470                     3             105  Alive
## 3471                     1              55  Alive
## 3472                     1              56  Alive
## 3473                     1              50  Alive
## 3474                     1              65  Alive
## 3475                     4               4   Dead
## 3476                     2              50  Alive
## 3477                    12              61   Dead
## 3478                     1              87  Alive
## 3479                     1              81  Alive
## 3480                     1              83  Alive
## 3481                     1              72  Alive
## 3482                     9              50  Alive
## 3483                     2              65  Alive
## 3484                     1              88  Alive
## 3485                     2              36   Dead
## 3486                     1              59  Alive
## 3487                     3              63  Alive
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## 3489                     4              54  Alive
## 3490                     1              56  Alive
## 3491                     1              62  Alive
## 3492                     6              59  Alive
## 3493                     1              93   Dead
## 3494                     9              63  Alive
## 3495                     6              47   Dead
## 3496                     2              48  Alive
## 3497                     1              79  Alive
## 3498                    13              69  Alive
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## 3501                     4              22   Dead
## 3502                     7              51  Alive
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## 3504                     2              74   Dead
## 3505                     4              50   Dead
## 3506                     6              80  Alive
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## 3511                     2              97   Dead
## 3512                     1             106  Alive
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## 3515                     7              81   Dead
## 3516                    11              93  Alive
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## 3527                     3              71   Dead
## 3528                     4              74  Alive
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## 3535                     6              81   Dead
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## 3548                     1              56   Dead
## 3549                     8              63  Alive
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## 3556                     1              72  Alive
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## 3566                     6              66  Alive
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## 3575                     6              63   Dead
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## 3577                     1              94  Alive
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## 3594                     1              31   Dead
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## 3601                     2              63   Dead
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## 3645                     1              51  Alive
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## 3652                     2              82  Alive
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## 3682                     6              75   Dead
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## 3688                     3              83  Alive
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## 3706                     1              58  Alive
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## 3712                     4               5   Dead
## 3713                     1              75  Alive
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## 3719                     1              84  Alive
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## 3728                     4             102  Alive
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## 3732                     1              38   Dead
## 3733                     1              67  Alive
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## 3737                     3              60   Dead
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## 3746                    15              17   Dead
## 3747                     4             100  Alive
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## 3753                     2              89  Alive
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## 3757                     9              55   Dead
## 3758                     2              87  Alive
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## 3762                     4              77  Alive
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## 3770                     6              35   Dead
## 3771                     8              57  Alive
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## 3814                     2              79   Dead
## 3815                     1              94  Alive
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## 3839                    19              20   Dead
## 3840                    11              52  Alive
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## 3844                     1              69  Alive
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## 3853                    15              50   Dead
## 3854                     2              66  Alive
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## 3856                     2              95  Alive
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## 3859                     1              59   Dead
## 3860                     1              69  Alive
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## 3863                     5              90  Alive
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## 3866                     1              58   Dead
## 3867                     1              48  Alive
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## 3874                     1              52   Dead
## 3875                     1              86  Alive
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## 3885                     2              56  Alive
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## 3889                     3              63  Alive
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## 3892                     1              48  Alive
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## 3908                     5              54  Alive
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## 3928                     2              51  Alive
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## 3950                     9              61  Alive
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## 3962                     1              95  Alive
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## 3986                    19              78   Dead
## 3987                     2              85  Alive
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## 3992                    10              88  Alive
## 3993                    19              29   Dead
## 3994                     1              93  Alive
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## 3997                     9              88   Dead
## 3998                     2              56  Alive
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## 4000                     5              85  Alive
## 4001                     2              63  Alive
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## 4003                     1              61  Alive
## 4004                     7              64   Dead
## 4005                     9              65   Dead
## 4006                     2              76  Alive
## 4007                     2              66  Alive
## 4008                     1              75  Alive
## 4009                     2              52  Alive
## 4010                     1             107  Alive
## 4011                     1              27   Dead
## 4012                     4             100  Alive
## 4013                    12              79  Alive
## 4014                     1             102  Alive
## 4015                     2              86  Alive
## 4016                     4              68  Alive
## 4017                     2              52  Alive
## 4018                     1              19   Dead
## 4019                     1              70  Alive
## 4020                     1              49  Alive
## 4021                     8              69  Alive
## 4022                     3              69  Alive
## 4023                     1              72  Alive
## 4024                     2             100  Alive

preprocess

colnames(data)
##  [1] "Age"                    "Race"                   "Marital.Status"        
##  [4] "T.Stage"                "N.Stage"                "X6th.Stage"            
##  [7] "differentiate"          "Grade"                  "A.Stage"               
## [10] "Tumor.Size"             "Estrogen.Status"        "Progesterone.Status"   
## [13] "Regional.Node.Examined" "Reginol.Node.Positive"  "Survival.Months"       
## [16] "Status"
data <- data %>%
  drop_na()%>%
  mutate( 
    Race = if_else(Race != "White", "Not White", "White")) %>%
  mutate(Main.Stage = case_when(
    X6th.Stage %in% c("IIIA", "IIIC") ~ "III",
    X6th.Stage %in% c("IIA", "IIB") ~ "II",
    X6th.Stage %in% c("IVA", "IVB") ~ "IV",
    TRUE ~ X6th.Stage
  ))%>%
  mutate(
    T.Stage = as.numeric(gsub("T", "", T.Stage)),
    N.Stage = as.numeric(gsub("N", "", N.Stage))
  )%>%
  mutate(
    Race = as.factor(Race),
    Marital.Status = as.factor(Marital.Status),
    Estrogen.Status = as.factor(Estrogen.Status),
    Progesterone.Status = as.factor(Progesterone.Status),
    differentiate = as.factor(differentiate),
    A.Stage = as.factor(A.Stage),
    Status = as.factor(Status),
    Main.Stage = as.factor(Main.Stage)
  )%>%
  select(-X6th.Stage)%>%
  mutate(
    Grade = as.numeric(gsub("[^0-9]", "", Grade)) 
  )%>%
  rename(Regional.Node.Positive = "Reginol.Node.Positive")%>%
  janitor::clean_names()
data
##      age      race marital_status t_stage n_stage             differentiate
## 1     68     White        Married       1       1     Poorly differentiated
## 2     50     White        Married       2       2 Moderately differentiated
## 3     58     White       Divorced       3       3 Moderately differentiated
## 4     58     White        Married       1       1     Poorly differentiated
## 5     47     White        Married       2       1     Poorly differentiated
## 6     51     White        Single        1       1 Moderately differentiated
## 7     51     White        Married       1       1       Well differentiated
## 8     40     White        Married       2       1 Moderately differentiated
## 9     40     White       Divorced       4       3     Poorly differentiated
## 10    69     White        Married       4       3       Well differentiated
## 11    68     White        Widowed       1       1 Moderately differentiated
## 12    46     White        Married       3       1     Poorly differentiated
## 13    65     White        Married       2       1     Poorly differentiated
## 14    48     White        Married       1       2     Poorly differentiated
## 15    62     White       Divorced       2       3 Moderately differentiated
## 16    61     White        Married       1       1 Moderately differentiated
## 17    56     White        Single        2       1 Moderately differentiated
## 18    43     White        Married       2       1 Moderately differentiated
## 19    48 Not White       Divorced       2       1 Moderately differentiated
## 20    60     White       Divorced       2       1 Moderately differentiated
## 21    48 Not White        Married       2       1       Well differentiated
## 22    57     White        Married       2       2 Moderately differentiated
## 23    55     White        Single        2       1     Poorly differentiated
## 24    48     White        Married       3       1     Poorly differentiated
## 25    62     White        Married       1       3     Poorly differentiated
## 26    63     White        Married       2       3 Moderately differentiated
## 27    48     White        Married       2       3     Poorly differentiated
## 28    46     White        Married       1       1       Well differentiated
## 29    57     White       Divorced       2       2       Well differentiated
## 30    66     White        Married       2       1     Poorly differentiated
## 31    47     White      Separated       2       1       Well differentiated
## 32    53     White        Married       1       1 Moderately differentiated
## 33    59     White        Single        1       1 Moderately differentiated
## 34    60     White        Married       1       1 Moderately differentiated
## 35    46 Not White        Married       2       3 Moderately differentiated
## 36    51     White        Married       1       1       Well differentiated
## 37    54     White        Married       2       2 Moderately differentiated
## 38    51     White        Married       1       1 Moderately differentiated
## 39    49     White        Married       2       1 Moderately differentiated
## 40    51 Not White       Divorced       2       2 Moderately differentiated
## 41    57     White        Single        3       3 Moderately differentiated
## 42    64     White        Married       1       1 Moderately differentiated
## 43    62 Not White        Married       2       1 Moderately differentiated
## 44    53 Not White        Single        2       2     Poorly differentiated
## 45    55     White        Married       1       1 Moderately differentiated
## 46    66     White        Married       3       2 Moderately differentiated
## 47    42     White        Married       1       3 Moderately differentiated
## 48    62     White        Widowed       1       1 Moderately differentiated
## 49    53     White        Married       2       2 Moderately differentiated
## 50    69     White        Widowed       1       1 Moderately differentiated
## 51    37     White        Single        2       1 Moderately differentiated
## 52    69     White        Married       3       1 Moderately differentiated
## 53    60 Not White        Married       3       1     Poorly differentiated
## 54    63     White        Married       3       1       Well differentiated
## 55    57     White        Married       1       1 Moderately differentiated
## 56    55     White        Married       1       1 Moderately differentiated
## 57    62     White        Married       2       1 Moderately differentiated
## 58    50     White        Married       1       1 Moderately differentiated
## 59    50     White        Married       1       1 Moderately differentiated
## 60    55     White        Married       1       1 Moderately differentiated
## 61    56 Not White        Married       1       1 Moderately differentiated
## 62    51     White        Married       1       1 Moderately differentiated
## 63    42     White        Married       2       1 Moderately differentiated
## 64    59     White        Married       3       1 Moderately differentiated
## 65    67     White       Divorced       1       1 Moderately differentiated
## 66    46     White        Married       1       1     Poorly differentiated
## 67    31     White        Married       3       3     Poorly differentiated
## 68    40     White        Married       1       1     Poorly differentiated
## 69    58 Not White       Divorced       1       1     Poorly differentiated
## 70    52     White        Married       1       1 Moderately differentiated
## 71    49     White        Married       3       2     Poorly differentiated
## 72    64     White        Married       2       3     Poorly differentiated
## 73    31 Not White        Married       2       1     Poorly differentiated
## 74    66     White        Married       1       1 Moderately differentiated
## 75    67     White        Married       2       3 Moderately differentiated
## 76    56     White        Married       3       1 Moderately differentiated
## 77    66     White        Single        2       2 Moderately differentiated
## 78    42     White        Married       2       1 Moderately differentiated
## 79    51     White        Married       2       1       Well differentiated
## 80    68     White        Married       1       1 Moderately differentiated
## 81    53     White        Married       2       3     Poorly differentiated
## 82    67     White        Widowed       1       1 Moderately differentiated
## 83    66     White        Married       2       1 Moderately differentiated
## 84    53     White        Single        1       1 Moderately differentiated
## 85    51     White        Single        1       1       Well differentiated
## 86    46     White        Married       2       3     Poorly differentiated
## 87    48     White        Married       3       2 Moderately differentiated
## 88    52     White        Married       3       1 Moderately differentiated
## 89    55     White        Single        1       1 Moderately differentiated
## 90    65     White        Married       1       1       Well differentiated
## 91    53     White        Married       3       1     Poorly differentiated
## 92    33     White        Married       1       1 Moderately differentiated
## 93    63 Not White        Married       2       2       Well differentiated
## 94    45 Not White        Married       2       3     Poorly differentiated
## 95    59     White       Divorced       1       1 Moderately differentiated
## 96    60     White        Married       2       1       Well differentiated
## 97    50     White       Divorced       2       1 Moderately differentiated
## 98    61     White        Married       2       1 Moderately differentiated
## 99    50     White        Married       4       1     Poorly differentiated
## 100   68     White        Married       2       1       Well differentiated
## 101   38     White        Single        3       3 Moderately differentiated
## 102   47     White        Single        1       1     Poorly differentiated
## 103   39     White        Married       2       1 Moderately differentiated
## 104   57     White        Married       2       1     Poorly differentiated
## 105   52     White        Single        2       1 Moderately differentiated
## 106   60     White        Married       2       1 Moderately differentiated
## 107   54     White        Married       2       1     Poorly differentiated
## 108   68     White        Married       1       1 Moderately differentiated
## 109   38 Not White        Single        2       1 Moderately differentiated
## 110   63     White        Married       2       1 Moderately differentiated
## 111   61     White        Married       1       2 Moderately differentiated
## 112   37     White        Married       3       1       Well differentiated
## 113   46     White        Single        2       3 Moderately differentiated
## 114   45     White        Married       2       1     Poorly differentiated
## 115   54     White        Married       3       2 Moderately differentiated
## 116   53 Not White        Married       1       1 Moderately differentiated
## 117   50     White        Married       3       1 Moderately differentiated
## 118   69     White       Divorced       1       2     Poorly differentiated
## 119   48     White        Married       2       1     Poorly differentiated
## 120   53 Not White        Widowed       2       1     Poorly differentiated
## 121   67     White        Married       2       1       Well differentiated
## 122   43     White       Divorced       4       1     Poorly differentiated
## 123   50     White        Single        2       3 Moderately differentiated
## 124   59     White       Divorced       2       2     Poorly differentiated
## 125   53 Not White        Married       1       1       Well differentiated
## 126   62     White        Married       1       1 Moderately differentiated
## 127   39     White        Married       2       1 Moderately differentiated
## 128   59     White        Married       1       1     Poorly differentiated
## 129   56 Not White        Married       1       1     Poorly differentiated
## 130   45 Not White        Single        1       1 Moderately differentiated
## 131   60     White        Married       1       1 Moderately differentiated
## 132   50     White        Married       2       2     Poorly differentiated
## 133   58 Not White        Single        1       1 Moderately differentiated
## 134   50     White        Married       1       1 Moderately differentiated
## 135   55     White        Single        2       2     Poorly differentiated
## 136   37     White        Married       1       1 Moderately differentiated
## 137   46     White        Married       2       1       Well differentiated
## 138   65     White        Married       2       1       Well differentiated
## 139   61     White        Single        2       3 Moderately differentiated
## 140   52     White        Married       3       2     Poorly differentiated
## 141   54     White        Married       1       1       Well differentiated
## 142   36     White        Married       1       2 Moderately differentiated
## 143   49     White        Married       1       1 Moderately differentiated
## 144   62     White        Widowed       2       1 Moderately differentiated
## 145   54     White        Married       2       1 Moderately differentiated
## 146   61     White       Divorced       2       1 Moderately differentiated
## 147   46     White        Married       1       1       Well differentiated
## 148   38     White        Married       3       2     Poorly differentiated
## 149   66     White        Married       1       1 Moderately differentiated
## 150   59     White        Married       2       1 Moderately differentiated
## 151   38     White        Single        1       1     Poorly differentiated
## 152   67     White        Married       2       1 Moderately differentiated
## 153   60     White        Married       1       1 Moderately differentiated
## 154   61 Not White        Married       1       2 Moderately differentiated
## 155   67     White       Divorced       1       1     Poorly differentiated
## 156   69     White        Widowed       3       2 Moderately differentiated
## 157   47     White        Married       1       1     Poorly differentiated
## 158   39     White        Married       1       1 Moderately differentiated
## 159   53     White        Widowed       2       1 Moderately differentiated
## 160   55     White        Married       2       3     Poorly differentiated
## 161   59     White        Married       2       2 Moderately differentiated
## 162   53     White        Married       1       1 Moderately differentiated
## 163   59     White       Divorced       1       1     Poorly differentiated
## 164   57     White       Divorced       1       1     Poorly differentiated
## 165   61     White        Married       2       2 Moderately differentiated
## 166   68 Not White        Widowed       3       1 Moderately differentiated
## 167   54     White        Married       1       2 Moderately differentiated
## 168   37     White        Single        4       3 Moderately differentiated
## 169   48     White        Married       2       1 Moderately differentiated
## 170   53     White        Married       1       1 Moderately differentiated
## 171   69 Not White        Widowed       2       1 Moderately differentiated
## 172   63     White        Widowed       3       1     Poorly differentiated
## 173   49     White        Married       1       1     Poorly differentiated
## 174   63     White        Married       1       1       Well differentiated
## 175   60     White       Divorced       1       1 Moderately differentiated
## 176   41     White        Married       3       1 Moderately differentiated
## 177   59 Not White        Single        1       3 Moderately differentiated
## 178   43     White        Married       1       1 Moderately differentiated
## 179   52     White        Married       2       3 Moderately differentiated
## 180   61     White        Married       2       2     Poorly differentiated
## 181   60     White        Married       1       1       Well differentiated
## 182   61     White        Married       2       1 Moderately differentiated
## 183   63     White       Divorced       1       1 Moderately differentiated
## 184   48     White        Married       2       1       Well differentiated
## 185   51 Not White        Married       3       3     Poorly differentiated
## 186   66     White        Single        2       1 Moderately differentiated
## 187   68     White        Married       3       1 Moderately differentiated
## 188   58     White       Divorced       2       1 Moderately differentiated
## 189   62     White        Married       2       2 Moderately differentiated
## 190   46     White        Married       1       1 Moderately differentiated
## 191   58     White        Married       2       1 Moderately differentiated
## 192   60     White        Married       1       1 Moderately differentiated
## 193   62     White        Single        1       1     Poorly differentiated
## 194   53     White       Divorced       2       1 Moderately differentiated
## 195   42     White        Single        3       3 Moderately differentiated
## 196   63     White        Married       1       1       Well differentiated
## 197   55     White        Married       2       1     Poorly differentiated
## 198   50     White        Married       3       2     Poorly differentiated
## 199   52     White        Married       2       1     Poorly differentiated
## 200   47     White        Married       2       1     Poorly differentiated
## 201   55     White        Married       2       1     Poorly differentiated
## 202   60     White        Married       2       2 Moderately differentiated
## 203   66     White        Married       1       1 Moderately differentiated
## 204   50     White        Single        2       3     Poorly differentiated
## 205   64 Not White        Widowed       1       1       Well differentiated
## 206   67     White        Widowed       1       1 Moderately differentiated
## 207   56 Not White        Single        2       1 Moderately differentiated
## 208   60 Not White        Married       2       1       Well differentiated
## 209   56     White        Widowed       2       1 Moderately differentiated
## 210   48     White       Divorced       4       1     Poorly differentiated
## 211   44     White        Married       3       2 Moderately differentiated
## 212   37     White        Married       3       3 Moderately differentiated
## 213   52     White        Married       1       3       Well differentiated
## 214   63     White        Married       1       1 Moderately differentiated
## 215   54     White        Married       2       2 Moderately differentiated
## 216   63 Not White        Single        3       2     Poorly differentiated
## 217   44     White       Divorced       2       1     Poorly differentiated
## 218   68     White       Divorced       3       1     Poorly differentiated
## 219   64     White        Married       1       1     Poorly differentiated
## 220   50     White        Married       3       3     Poorly differentiated
## 221   55     White        Married       3       3     Poorly differentiated
## 222   66 Not White        Widowed       2       2 Moderately differentiated
## 223   46     White        Single        1       1 Moderately differentiated
## 224   43     White        Married       2       1 Moderately differentiated
## 225   43     White       Divorced       1       1     Poorly differentiated
## 226   43 Not White        Single        1       1     Poorly differentiated
## 227   59     White        Married       3       2 Moderately differentiated
## 228   55     White       Divorced       3       1     Poorly differentiated
## 229   61     White       Divorced       1       1 Moderately differentiated
## 230   66     White        Married       2       3 Moderately differentiated
## 231   55     White        Married       2       1 Moderately differentiated
## 232   65     White        Married       1       2 Moderately differentiated
## 233   69     White        Married       2       2 Moderately differentiated
## 234   59     White        Married       1       1     Poorly differentiated
## 235   63     White        Married       1       1 Moderately differentiated
## 236   68     White        Married       1       1 Moderately differentiated
## 237   48 Not White        Married       3       3 Moderately differentiated
## 238   61     White        Married       3       1     Poorly differentiated
## 239   43     White        Married       4       3     Poorly differentiated
## 240   44     White        Married       1       1 Moderately differentiated
## 241   47     White        Married       2       1     Poorly differentiated
## 242   52     White        Married       2       1 Moderately differentiated
## 243   69     White        Married       2       1     Poorly differentiated
## 244   39 Not White        Married       2       3 Moderately differentiated
## 245   43     White        Married       2       2     Poorly differentiated
## 246   64 Not White        Single        1       1     Poorly differentiated
## 247   66     White        Single        1       1       Well differentiated
## 248   45     White        Married       2       1     Poorly differentiated
## 249   37     White       Divorced       1       1 Moderately differentiated
## 250   50 Not White        Married       1       1 Moderately differentiated
## 251   40     White        Married       2       2 Moderately differentiated
## 252   52 Not White        Married       2       1 Moderately differentiated
## 253   41     White        Married       2       1       Well differentiated
## 254   32     White        Single        3       2     Poorly differentiated
## 255   65     White        Married       3       1 Moderately differentiated
## 256   67     White        Married       2       1     Poorly differentiated
## 257   57     White        Single        1       1     Poorly differentiated
## 258   63     White        Married       1       1 Moderately differentiated
## 259   42 Not White        Married       2       1       Well differentiated
## 260   57     White        Married       2       1 Moderately differentiated
## 261   42     White        Single        1       1 Moderately differentiated
## 262   46     White        Married       2       1 Moderately differentiated
## 263   47     White        Married       2       1       Well differentiated
## 264   67     White        Married       1       1 Moderately differentiated
## 265   67     White        Widowed       1       1       Well differentiated
## 266   65     White        Single        2       1       Well differentiated
## 267   65     White        Married       1       1 Moderately differentiated
## 268   33     White        Single        3       1 Moderately differentiated
## 269   64     White        Married       2       1       Well differentiated
## 270   66 Not White        Married       1       3 Moderately differentiated
## 271   34     White        Married       3       3 Moderately differentiated
## 272   55     White        Widowed       2       1       Well differentiated
## 273   47     White       Divorced       2       1 Moderately differentiated
## 274   58 Not White        Married       1       2 Moderately differentiated
## 275   38     White        Married       2       1     Poorly differentiated
## 276   57     White       Divorced       1       1     Poorly differentiated
## 277   65     White        Married       3       1       Well differentiated
## 278   52 Not White        Single        3       3          Undifferentiated
## 279   67     White        Married       1       1       Well differentiated
## 280   57     White        Married       3       1 Moderately differentiated
## 281   61     White       Divorced       1       1       Well differentiated
## 282   45     White        Single        1       1       Well differentiated
## 283   50     White        Married       2       3     Poorly differentiated
## 284   50     White      Separated       2       1 Moderately differentiated
## 285   53     White        Married       2       1 Moderately differentiated
## 286   54     White        Married       2       2 Moderately differentiated
## 287   58 Not White        Married       2       1 Moderately differentiated
## 288   56 Not White        Married       2       3     Poorly differentiated
## 289   68     White       Divorced       1       3 Moderately differentiated
## 290   41     White        Married       3       3     Poorly differentiated
## 291   61     White        Married       2       1     Poorly differentiated
## 292   65     White       Divorced       1       1 Moderately differentiated
## 293   69     White        Married       1       1 Moderately differentiated
## 294   43     White        Married       2       2     Poorly differentiated
## 295   47     White        Married       4       3 Moderately differentiated
## 296   67     White        Married       1       1 Moderately differentiated
## 297   45     White        Married       1       1 Moderately differentiated
## 298   65 Not White       Divorced       2       2     Poorly differentiated
## 299   53     White        Married       1       1       Well differentiated
## 300   67     White        Married       3       1 Moderately differentiated
## 301   43 Not White        Married       2       1 Moderately differentiated
## 302   47 Not White        Married       2       1 Moderately differentiated
## 303   48     White        Married       1       1 Moderately differentiated
## 304   62     White      Separated       1       3     Poorly differentiated
## 305   68     White        Married       2       2       Well differentiated
## 306   57 Not White       Divorced       3       3     Poorly differentiated
## 307   40     White        Married       2       1 Moderately differentiated
## 308   56     White        Married       3       1 Moderately differentiated
## 309   52     White        Married       2       1 Moderately differentiated
## 310   40     White        Married       2       1 Moderately differentiated
## 311   51     White        Single        2       1 Moderately differentiated
## 312   67     White        Married       1       2 Moderately differentiated
## 313   54     White        Married       1       2       Well differentiated
## 314   56     White        Married       3       3 Moderately differentiated
## 315   48     White        Married       1       1     Poorly differentiated
## 316   57     White        Married       2       1 Moderately differentiated
## 317   47     White        Single        3       1 Moderately differentiated
## 318   54     White        Married       1       1 Moderately differentiated
## 319   41     White        Married       3       3 Moderately differentiated
## 320   65     White        Widowed       2       1 Moderately differentiated
## 321   58 Not White       Divorced       1       1       Well differentiated
## 322   38     White       Divorced       1       1 Moderately differentiated
## 323   38     White        Married       3       1     Poorly differentiated
## 324   60     White       Divorced       2       2 Moderately differentiated
## 325   58     White        Married       2       1       Well differentiated
## 326   63     White        Married       2       2 Moderately differentiated
## 327   53     White        Single        2       2     Poorly differentiated
## 328   43     White        Single        1       1       Well differentiated
## 329   60 Not White        Married       4       1     Poorly differentiated
## 330   60     White        Married       2       2       Well differentiated
## 331   47     White        Married       2       1     Poorly differentiated
## 332   48 Not White        Married       2       3     Poorly differentiated
## 333   59     White        Married       1       1 Moderately differentiated
## 334   56     White        Married       1       1 Moderately differentiated
## 335   53     White        Widowed       2       1       Well differentiated
## 336   48     White        Married       1       1 Moderately differentiated
## 337   52     White        Single        3       1 Moderately differentiated
## 338   61     White        Single        3       1 Moderately differentiated
## 339   66     White       Divorced       1       1 Moderately differentiated
## 340   45     White        Married       2       1 Moderately differentiated
## 341   52     White        Married       2       1 Moderately differentiated
## 342   67     White        Single        1       2     Poorly differentiated
## 343   40     White        Widowed       3       1     Poorly differentiated
## 344   50     White        Married       1       1 Moderately differentiated
## 345   65     White        Married       2       2     Poorly differentiated
## 346   55     White        Married       2       2 Moderately differentiated
## 347   47     White        Single        1       1       Well differentiated
## 348   49 Not White        Married       2       1 Moderately differentiated
## 349   53     White        Single        1       2     Poorly differentiated
## 350   53     White       Divorced       1       1     Poorly differentiated
## 351   44     White        Married       3       2 Moderately differentiated
## 352   54     White       Divorced       2       2       Well differentiated
## 353   51     White        Married       1       1 Moderately differentiated
## 354   46 Not White        Married       1       1     Poorly differentiated
## 355   47     White        Married       1       1     Poorly differentiated
## 356   68     White        Married       2       1     Poorly differentiated
## 357   50     White        Married       1       1     Poorly differentiated
## 358   67     White       Divorced       2       1 Moderately differentiated
## 359   47     White        Married       1       1       Well differentiated
## 360   68 Not White        Married       1       1       Well differentiated
## 361   55     White        Married       2       1     Poorly differentiated
## 362   47     White        Married       1       1     Poorly differentiated
## 363   56     White        Married       3       1 Moderately differentiated
## 364   51     White        Married       2       1 Moderately differentiated
## 365   41     White       Divorced       1       1     Poorly differentiated
## 366   67     White        Married       1       2     Poorly differentiated
## 367   58 Not White        Married       1       2       Well differentiated
## 368   67     White        Married       3       2 Moderately differentiated
## 369   63     White        Married       2       1     Poorly differentiated
## 370   69     White        Married       1       2     Poorly differentiated
## 371   59     White        Married       2       3 Moderately differentiated
## 372   44     White        Married       4       3 Moderately differentiated
## 373   65     White        Married       1       1 Moderately differentiated
## 374   48 Not White        Widowed       2       2       Well differentiated
## 375   39     White        Married       2       3 Moderately differentiated
## 376   55     White        Married       2       3     Poorly differentiated
## 377   50     White       Divorced       3       1 Moderately differentiated
## 378   39     White        Single        2       1 Moderately differentiated
## 379   49     White        Married       2       1     Poorly differentiated
## 380   58     White        Married       3       2 Moderately differentiated
## 381   34     White        Married       2       1     Poorly differentiated
## 382   49 Not White        Married       2       2 Moderately differentiated
## 383   52     White        Single        2       2 Moderately differentiated
## 384   62     White        Single        2       2 Moderately differentiated
## 385   55     White        Married       1       1     Poorly differentiated
## 386   57     White        Single        2       1 Moderately differentiated
## 387   40     White        Married       1       1     Poorly differentiated
## 388   52     White        Married       1       1 Moderately differentiated
## 389   63     White        Married       2       1 Moderately differentiated
## 390   57     White        Married       2       1 Moderately differentiated
## 391   40     White       Divorced       2       3     Poorly differentiated
## 392   55     White        Married       3       1 Moderately differentiated
## 393   42     White        Married       3       1     Poorly differentiated
## 394   52     White        Married       2       2 Moderately differentiated
## 395   39     White        Married       2       3     Poorly differentiated
## 396   53     White        Single        1       1 Moderately differentiated
## 397   47 Not White        Single        4       2 Moderately differentiated
## 398   37     White        Single        1       1       Well differentiated
## 399   63 Not White        Single        1       2     Poorly differentiated
## 400   62 Not White        Married       1       1 Moderately differentiated
## 401   50     White        Single        1       1 Moderately differentiated
## 402   56     White        Married       3       1       Well differentiated
## 403   56     White        Widowed       1       1 Moderately differentiated
## 404   52     White        Married       4       1 Moderately differentiated
## 405   38     White       Divorced       2       1     Poorly differentiated
## 406   57     White        Single        2       1 Moderately differentiated
## 407   56 Not White        Single        2       1 Moderately differentiated
## 408   42     White        Single        2       1     Poorly differentiated
## 409   54 Not White        Married       1       1 Moderately differentiated
## 410   69     White       Divorced       2       1 Moderately differentiated
## 411   62     White        Married       3       1     Poorly differentiated
## 412   63     White        Married       2       1 Moderately differentiated
## 413   46     White        Married       2       1 Moderately differentiated
## 414   47     White       Divorced       1       1     Poorly differentiated
## 415   55     White        Married       1       1 Moderately differentiated
## 416   40     White        Married       2       1       Well differentiated
## 417   47     White        Married       2       1     Poorly differentiated
## 418   52     White        Single        2       1 Moderately differentiated
## 419   65     White        Married       2       1       Well differentiated
## 420   63     White        Married       2       1 Moderately differentiated
## 421   57     White        Single        2       1     Poorly differentiated
## 422   45     White        Single        1       2     Poorly differentiated
## 423   62     White        Single        1       1 Moderately differentiated
## 424   54     White        Married       1       1       Well differentiated
## 425   65     White        Married       2       1 Moderately differentiated
## 426   64     White        Married       3       1 Moderately differentiated
## 427   47     White        Married       3       1       Well differentiated
## 428   63     White        Married       1       3 Moderately differentiated
## 429   66     White        Married       2       1     Poorly differentiated
## 430   69     White        Married       1       1 Moderately differentiated
## 431   48     White        Married       3       2 Moderately differentiated
## 432   60     White        Widowed       4       3     Poorly differentiated
## 433   61     White        Married       2       1 Moderately differentiated
## 434   61     White        Married       1       1       Well differentiated
## 435   43     White        Married       2       1 Moderately differentiated
## 436   49     White        Married       3       3     Poorly differentiated
## 437   63     White        Married       1       1 Moderately differentiated
## 438   61     White        Married       1       1 Moderately differentiated
## 439   61     White        Married       2       1 Moderately differentiated
## 440   69     White       Divorced       1       1 Moderately differentiated
## 441   66     White       Divorced       2       1 Moderately differentiated
## 442   39     White        Widowed       3       3 Moderately differentiated
## 443   52     White        Married       1       1     Poorly differentiated
## 444   49     White        Married       1       1 Moderately differentiated
## 445   55     White        Married       2       3     Poorly differentiated
## 446   62     White        Married       3       1 Moderately differentiated
## 447   42     White      Separated       1       1 Moderately differentiated
## 448   50     White       Divorced       3       1       Well differentiated
## 449   52     White        Married       2       1 Moderately differentiated
## 450   38     White        Single        2       2     Poorly differentiated
## 451   39     White        Married       2       1       Well differentiated
## 452   57     White        Married       1       1 Moderately differentiated
## 453   62     White        Married       2       1 Moderately differentiated
## 454   55 Not White       Divorced       1       1 Moderately differentiated
## 455   47     White        Married       1       1     Poorly differentiated
## 456   68     White        Married       2       3     Poorly differentiated
## 457   50     White        Married       1       1 Moderately differentiated
## 458   42     White        Married       1       3 Moderately differentiated
## 459   46     White       Divorced       1       1 Moderately differentiated
## 460   42     White        Married       1       1 Moderately differentiated
## 461   46     White        Married       1       1 Moderately differentiated
## 462   50     White        Single        1       1 Moderately differentiated
## 463   62     White        Married       2       1     Poorly differentiated
## 464   58     White        Married       1       1 Moderately differentiated
## 465   53     White        Married       2       1 Moderately differentiated
## 466   46     White        Married       1       1     Poorly differentiated
## 467   38     White        Single        1       1 Moderately differentiated
## 468   40     White        Married       2       1 Moderately differentiated
## 469   60     White        Married       1       1 Moderately differentiated
## 470   63     White        Single        1       1 Moderately differentiated
## 471   49 Not White       Divorced       2       1 Moderately differentiated
## 472   57     White        Married       1       1       Well differentiated
## 473   48 Not White        Married       1       1 Moderately differentiated
## 474   46     White        Married       2       2     Poorly differentiated
## 475   61     White        Married       3       1 Moderately differentiated
## 476   61 Not White        Married       2       2 Moderately differentiated
## 477   53     White        Single        3       1       Well differentiated
## 478   53     White        Married       1       1       Well differentiated
## 479   42 Not White        Married       3       2       Well differentiated
## 480   57 Not White        Married       2       2       Well differentiated
## 481   56     White        Married       3       1     Poorly differentiated
## 482   48     White        Married       3       1 Moderately differentiated
## 483   59     White       Divorced       1       3     Poorly differentiated
## 484   57     White        Married       3       2 Moderately differentiated
## 485   56     White       Divorced       2       1       Well differentiated
## 486   64     White        Married       1       1 Moderately differentiated
## 487   50     White        Single        2       2 Moderately differentiated
## 488   40     White        Married       1       1 Moderately differentiated
## 489   40     White        Married       3       1 Moderately differentiated
## 490   52     White        Widowed       1       1     Poorly differentiated
## 491   59     White       Divorced       1       2 Moderately differentiated
## 492   53     White        Married       1       1       Well differentiated
## 493   54     White        Married       1       1     Poorly differentiated
## 494   61     White        Married       3       2     Poorly differentiated
## 495   48     White        Married       1       1 Moderately differentiated
## 496   41 Not White       Divorced       1       1       Well differentiated
## 497   57     White        Married       1       1 Moderately differentiated
## 498   40     White       Divorced       2       1 Moderately differentiated
## 499   63     White        Married       1       3 Moderately differentiated
## 500   62 Not White        Single        1       1       Well differentiated
## 501   62     White       Divorced       2       2       Well differentiated
## 502   42     White        Married       3       2     Poorly differentiated
## 503   47     White        Married       1       1     Poorly differentiated
## 504   53     White       Divorced       1       1 Moderately differentiated
## 505   64     White        Married       1       1     Poorly differentiated
## 506   51 Not White        Married       1       2     Poorly differentiated
## 507   56     White        Married       1       1       Well differentiated
## 508   50     White        Married       1       1 Moderately differentiated
## 509   66     White        Married       1       1 Moderately differentiated
## 510   56     White        Married       1       1 Moderately differentiated
## 511   46     White        Married       2       1     Poorly differentiated
## 512   66     White        Married       1       1 Moderately differentiated
## 513   57     White        Married       2       1 Moderately differentiated
## 514   55 Not White        Married       1       1       Well differentiated
## 515   32     White        Married       2       1 Moderately differentiated
## 516   58     White      Separated       2       1 Moderately differentiated
## 517   63     White        Married       2       3 Moderately differentiated
## 518   48     White        Single        4       3     Poorly differentiated
## 519   64     White        Married       1       2     Poorly differentiated
## 520   44     White        Married       2       1 Moderately differentiated
## 521   57     White        Married       1       1 Moderately differentiated
## 522   61     White       Divorced       2       3 Moderately differentiated
## 523   52     White        Married       2       3 Moderately differentiated
## 524   45     White        Single        2       3 Moderately differentiated
## 525   52     White        Married       1       1 Moderately differentiated
## 526   67     White        Married       3       3 Moderately differentiated
## 527   45     White        Married       3       1 Moderately differentiated
## 528   63     White        Married       2       1 Moderately differentiated
## 529   56     White        Married       2       3 Moderately differentiated
## 530   46     White        Married       2       1 Moderately differentiated
## 531   53     White        Married       1       3       Well differentiated
## 532   62     White        Single        1       1       Well differentiated
## 533   47     White        Married       1       3 Moderately differentiated
## 534   39     White        Married       1       2 Moderately differentiated
## 535   33     White        Married       2       1     Poorly differentiated
## 536   56     White        Married       2       3     Poorly differentiated
## 537   55     White        Married       1       1 Moderately differentiated
## 538   69     White        Widowed       2       1 Moderately differentiated
## 539   58     White        Married       2       1 Moderately differentiated
## 540   42     White        Single        1       1 Moderately differentiated
## 541   58 Not White        Married       3       2     Poorly differentiated
## 542   51     White        Single        2       1 Moderately differentiated
## 543   64     White        Married       1       1 Moderately differentiated
## 544   62 Not White       Divorced       1       1 Moderately differentiated
## 545   52     White       Divorced       1       3 Moderately differentiated
## 546   43 Not White        Married       2       1 Moderately differentiated
## 547   65     White        Single        3       2     Poorly differentiated
## 548   59     White        Married       2       2       Well differentiated
## 549   62     White       Divorced       1       3 Moderately differentiated
## 550   51     White        Married       1       2 Moderately differentiated
## 551   57     White        Married       3       3 Moderately differentiated
## 552   46     White        Married       3       1       Well differentiated
## 553   40     White        Married       1       1     Poorly differentiated
## 554   49     White        Married       1       2     Poorly differentiated
## 555   46     White        Single        2       1     Poorly differentiated
## 556   40 Not White        Married       1       1 Moderately differentiated
## 557   49     White       Divorced       3       2     Poorly differentiated
## 558   61     White        Single        2       2 Moderately differentiated
## 559   56     White        Married       1       1 Moderately differentiated
## 560   50     White        Single        2       2     Poorly differentiated
## 561   55 Not White       Divorced       2       1 Moderately differentiated
## 562   60     White        Married       1       1 Moderately differentiated
## 563   34     White        Married       2       1     Poorly differentiated
## 564   51     White       Divorced       3       1 Moderately differentiated
## 565   53     White        Married       3       2 Moderately differentiated
## 566   58     White        Married       2       2     Poorly differentiated
## 567   61     White        Married       1       1       Well differentiated
## 568   48     White        Married       1       1       Well differentiated
## 569   63     White       Divorced       2       3       Well differentiated
## 570   56     White        Married       3       3     Poorly differentiated
## 571   66 Not White       Divorced       2       1 Moderately differentiated
## 572   64     White        Single        2       1       Well differentiated
## 573   49     White        Married       2       3     Poorly differentiated
## 574   56     White        Married       2       2     Poorly differentiated
## 575   67     White        Married       2       3 Moderately differentiated
## 576   42 Not White        Single        2       2     Poorly differentiated
## 577   47     White        Single        2       1 Moderately differentiated
## 578   60     White        Married       1       1 Moderately differentiated
## 579   43     White       Divorced       2       1 Moderately differentiated
## 580   42     White        Married       1       1     Poorly differentiated
## 581   60     White       Divorced       4       3 Moderately differentiated
## 582   52 Not White        Single        1       1 Moderately differentiated
## 583   63     White       Divorced       2       1     Poorly differentiated
## 584   60     White        Married       1       1     Poorly differentiated
## 585   61     White        Married       1       1 Moderately differentiated
## 586   58     White        Married       4       2 Moderately differentiated
## 587   52     White        Married       1       1       Well differentiated
## 588   64     White        Married       1       1       Well differentiated
## 589   68     White        Married       1       3     Poorly differentiated
## 590   47     White        Married       2       1 Moderately differentiated
## 591   51     White        Married       2       1 Moderately differentiated
## 592   53     White       Divorced       1       1     Poorly differentiated
## 593   63     White        Married       2       2 Moderately differentiated
## 594   50 Not White        Single        3       3 Moderately differentiated
## 595   45     White        Married       2       1     Poorly differentiated
## 596   68     White        Married       2       2     Poorly differentiated
## 597   46 Not White        Married       1       1     Poorly differentiated
## 598   54 Not White        Married       1       1 Moderately differentiated
## 599   65     White        Married       1       2 Moderately differentiated
## 600   51     White        Married       2       1 Moderately differentiated
## 601   45 Not White        Single        1       1 Moderately differentiated
## 602   45     White        Married       2       2     Poorly differentiated
## 603   57     White        Widowed       3       3 Moderately differentiated
## 604   35     White        Married       2       2     Poorly differentiated
## 605   54     White        Single        2       1     Poorly differentiated
## 606   68     White        Married       2       1       Well differentiated
## 607   58     White        Widowed       1       1 Moderately differentiated
## 608   48     White       Divorced       2       3 Moderately differentiated
## 609   59     White        Married       1       1 Moderately differentiated
## 610   47     White        Married       2       1 Moderately differentiated
## 611   52 Not White        Single        2       1     Poorly differentiated
## 612   46     White        Married       2       1 Moderately differentiated
## 613   34     White        Married       2       1 Moderately differentiated
## 614   34     White        Single        1       1 Moderately differentiated
## 615   36     White        Married       2       1     Poorly differentiated
## 616   40     White        Single        2       2     Poorly differentiated
## 617   38     White        Married       3       1          Undifferentiated
## 618   61     White        Married       2       1       Well differentiated
## 619   37 Not White        Married       3       1          Undifferentiated
## 620   60     White        Widowed       2       1 Moderately differentiated
## 621   38 Not White       Divorced       1       1 Moderately differentiated
## 622   56     White        Married       2       1 Moderately differentiated
## 623   49     White        Single        1       1 Moderately differentiated
## 624   65     White        Married       2       2     Poorly differentiated
## 625   61     White        Married       2       1     Poorly differentiated
## 626   69     White        Married       2       1       Well differentiated
## 627   53     White        Married       1       2     Poorly differentiated
## 628   61 Not White        Married       1       1 Moderately differentiated
## 629   47     White        Married       2       2 Moderately differentiated
## 630   62 Not White        Married       2       1 Moderately differentiated
## 631   62     White        Married       3       1 Moderately differentiated
## 632   41 Not White        Single        1       1 Moderately differentiated
## 633   41     White        Married       2       1 Moderately differentiated
## 634   48     White        Married       1       3     Poorly differentiated
## 635   48     White        Married       2       1 Moderately differentiated
## 636   54     White        Single        2       1 Moderately differentiated
## 637   63     White        Married       2       1 Moderately differentiated
## 638   44     White        Married       3       1     Poorly differentiated
## 639   51     White        Married       1       1 Moderately differentiated
## 640   55     White        Married       1       1 Moderately differentiated
## 641   49     White        Single        2       2       Well differentiated
## 642   64     White        Married       1       1 Moderately differentiated
## 643   63     White        Married       2       1     Poorly differentiated
## 644   46     White        Married       1       2       Well differentiated
## 645   46     White       Divorced       2       3 Moderately differentiated
## 646   61     White        Married       1       1       Well differentiated
## 647   52     White        Married       2       1 Moderately differentiated
## 648   62     White        Married       2       1 Moderately differentiated
## 649   52     White        Married       1       1 Moderately differentiated
## 650   39     White        Married       2       2     Poorly differentiated
## 651   36     White        Single        2       1       Well differentiated
## 652   64     White        Married       1       1       Well differentiated
## 653   55     White        Married       2       1 Moderately differentiated
## 654   65     White        Married       1       1 Moderately differentiated
## 655   45 Not White      Separated       3       1     Poorly differentiated
## 656   68     White        Married       2       1       Well differentiated
## 657   57     White        Married       2       3     Poorly differentiated
## 658   44     White        Married       1       1 Moderately differentiated
## 659   51     White        Married       2       3     Poorly differentiated
## 660   50     White        Married       2       3     Poorly differentiated
## 661   52     White       Divorced       1       1 Moderately differentiated
## 662   53     White       Divorced       1       1     Poorly differentiated
## 663   49     White        Married       2       3     Poorly differentiated
## 664   65     White        Married       4       1 Moderately differentiated
## 665   67     White        Married       1       1       Well differentiated
## 666   63     White        Married       3       2 Moderately differentiated
## 667   43     White       Divorced       1       2 Moderately differentiated
## 668   57     White        Married       3       1 Moderately differentiated
## 669   63     White        Married       2       1 Moderately differentiated
## 670   52     White        Married       2       1 Moderately differentiated
## 671   61     White       Divorced       1       1 Moderately differentiated
## 672   58     White       Divorced       2       1     Poorly differentiated
## 673   62     White        Married       1       1       Well differentiated
## 674   56 Not White        Married       2       2 Moderately differentiated
## 675   48     White        Married       2       1 Moderately differentiated
## 676   64     White        Married       2       1     Poorly differentiated
## 677   67     White        Married       2       1 Moderately differentiated
## 678   57     White        Married       2       1     Poorly differentiated
## 679   41 Not White        Married       2       1 Moderately differentiated
## 680   62     White        Married       2       2 Moderately differentiated
## 681   51 Not White        Single        1       1 Moderately differentiated
## 682   65     White        Married       2       3 Moderately differentiated
## 683   51     White        Married       2       1       Well differentiated
## 684   46     White       Divorced       1       2 Moderately differentiated
## 685   46     White       Divorced       1       3 Moderately differentiated
## 686   48     White        Married       2       1 Moderately differentiated
## 687   43     White        Single        2       1     Poorly differentiated
## 688   59     White        Married       1       1 Moderately differentiated
## 689   49     White        Married       1       1 Moderately differentiated
## 690   56     White        Married       2       1 Moderately differentiated
## 691   53     White        Married       2       2 Moderately differentiated
## 692   58     White        Married       3       1     Poorly differentiated
## 693   51     White        Married       1       1 Moderately differentiated
## 694   55     White        Married       2       2 Moderately differentiated
## 695   54     White        Married       2       1 Moderately differentiated
## 696   34 Not White       Divorced       2       2 Moderately differentiated
## 697   42     White       Divorced       2       3 Moderately differentiated
## 698   45     White       Divorced       2       3     Poorly differentiated
## 699   46     White        Single        2       1 Moderately differentiated
## 700   62 Not White       Divorced       1       1 Moderately differentiated
## 701   49     White        Married       2       2       Well differentiated
## 702   38     White        Married       4       2 Moderately differentiated
## 703   30     White        Single        2       2 Moderately differentiated
## 704   68     White        Married       1       1     Poorly differentiated
## 705   59     White        Married       2       3 Moderately differentiated
## 706   49     White        Single        3       2 Moderately differentiated
## 707   57     White        Single        1       2 Moderately differentiated
## 708   49     White        Married       3       1 Moderately differentiated
## 709   65     White       Divorced       2       3 Moderately differentiated
## 710   47     White        Married       1       1       Well differentiated
## 711   40     White        Married       2       1     Poorly differentiated
## 712   45     White        Married       1       1 Moderately differentiated
## 713   54     White        Married       2       1 Moderately differentiated
## 714   55     White        Married       3       1       Well differentiated
## 715   57     White        Married       2       1 Moderately differentiated
## 716   67     White        Married       1       1 Moderately differentiated
## 717   51     White        Married       2       1       Well differentiated
## 718   54     White       Divorced       1       1       Well differentiated
## 719   52     White        Single        1       2 Moderately differentiated
## 720   63     White        Widowed       2       1 Moderately differentiated
## 721   48     White        Married       2       2 Moderately differentiated
## 722   49     White        Married       2       3 Moderately differentiated
## 723   46     White      Separated       1       1 Moderately differentiated
## 724   46     White        Married       1       1     Poorly differentiated
## 725   46     White        Single        3       2 Moderately differentiated
## 726   65     White        Married       2       1 Moderately differentiated
## 727   69 Not White        Married       1       1       Well differentiated
## 728   59     White        Married       3       1 Moderately differentiated
## 729   48 Not White        Single        4       2 Moderately differentiated
## 730   43     White        Married       3       3     Poorly differentiated
## 731   55     White       Divorced       1       2     Poorly differentiated
## 732   59     White        Married       1       1 Moderately differentiated
## 733   67     White        Widowed       1       1     Poorly differentiated
## 734   69     White        Single        1       1 Moderately differentiated
## 735   54     White        Married       3       1 Moderately differentiated
## 736   69     White        Married       1       1 Moderately differentiated
## 737   60     White        Married       1       2 Moderately differentiated
## 738   45     White        Married       1       1 Moderately differentiated
## 739   48     White        Single        2       1     Poorly differentiated
## 740   60 Not White        Married       2       1 Moderately differentiated
## 741   49     White        Married       3       1 Moderately differentiated
## 742   33     White        Married       1       1 Moderately differentiated
## 743   60 Not White       Divorced       2       1 Moderately differentiated
## 744   68     White        Married       2       1     Poorly differentiated
## 745   67     White        Single        1       1     Poorly differentiated
## 746   50     White        Married       1       1 Moderately differentiated
## 747   46     White        Single        3       2 Moderately differentiated
## 748   39     White        Married       3       1 Moderately differentiated
## 749   55 Not White        Married       1       2 Moderately differentiated
## 750   59     White        Married       1       1 Moderately differentiated
## 751   32 Not White        Married       1       1       Well differentiated
## 752   63     White        Single        2       1     Poorly differentiated
## 753   53     White        Married       2       1     Poorly differentiated
## 754   54     White        Married       2       1 Moderately differentiated
## 755   50     White       Divorced       2       2 Moderately differentiated
## 756   45     White        Married       2       1 Moderately differentiated
## 757   46     White        Married       2       1 Moderately differentiated
## 758   46     White        Married       2       1     Poorly differentiated
## 759   67     White        Married       2       1 Moderately differentiated
## 760   58     White        Married       3       2 Moderately differentiated
## 761   60     White        Married       1       1 Moderately differentiated
## 762   55     White        Married       1       1 Moderately differentiated
## 763   46     White        Married       2       1 Moderately differentiated
## 764   62     White        Married       2       1 Moderately differentiated
## 765   59     White        Married       1       1       Well differentiated
## 766   59     White        Married       2       2     Poorly differentiated
## 767   44     White        Married       2       1 Moderately differentiated
## 768   69     White        Married       1       1          Undifferentiated
## 769   43 Not White        Single        2       1     Poorly differentiated
## 770   63 Not White        Married       3       1 Moderately differentiated
## 771   43     White       Divorced       1       2 Moderately differentiated
## 772   36     White        Single        1       2 Moderately differentiated
## 773   63     White       Divorced       2       1 Moderately differentiated
## 774   60 Not White        Single        1       1 Moderately differentiated
## 775   56 Not White        Married       2       2 Moderately differentiated
## 776   44     White        Married       1       1 Moderately differentiated
## 777   69     White        Widowed       2       3 Moderately differentiated
## 778   50     White       Divorced       3       1       Well differentiated
## 779   55     White        Married       1       1     Poorly differentiated
## 780   65     White        Married       1       1 Moderately differentiated
## 781   47     White        Married       1       1 Moderately differentiated
## 782   62     White        Married       2       2 Moderately differentiated
## 783   60     White        Married       2       1     Poorly differentiated
## 784   62     White        Married       2       2 Moderately differentiated
## 785   62     White        Widowed       1       1     Poorly differentiated
## 786   63     White        Married       2       1     Poorly differentiated
## 787   61     White        Married       4       1 Moderately differentiated
## 788   55 Not White        Married       2       1 Moderately differentiated
## 789   66 Not White        Widowed       1       1       Well differentiated
## 790   69     White        Single        2       1 Moderately differentiated
## 791   60     White        Married       2       2 Moderately differentiated
## 792   61     White        Married       1       1 Moderately differentiated
## 793   51     White        Married       1       1 Moderately differentiated
## 794   49     White        Single        2       2 Moderately differentiated
## 795   58     White        Married       2       1 Moderately differentiated
## 796   60 Not White        Married       1       1 Moderately differentiated
## 797   48     White        Single        1       1 Moderately differentiated
## 798   63     White        Married       1       1 Moderately differentiated
## 799   40 Not White        Married       2       1 Moderately differentiated
## 800   69 Not White        Single        2       1 Moderately differentiated
## 801   67     White        Married       2       3 Moderately differentiated
## 802   41     White        Married       3       3     Poorly differentiated
## 803   67     White        Married       1       1 Moderately differentiated
## 804   45     White       Divorced       1       1       Well differentiated
## 805   66     White        Married       2       1     Poorly differentiated
## 806   55 Not White        Married       1       1 Moderately differentiated
## 807   48     White        Married       1       1     Poorly differentiated
## 808   58     White        Married       2       2 Moderately differentiated
## 809   61     White        Married       2       1 Moderately differentiated
## 810   59     White        Married       2       1     Poorly differentiated
## 811   51     White        Married       1       1     Poorly differentiated
## 812   44     White       Divorced       2       1     Poorly differentiated
## 813   59     White        Married       1       1       Well differentiated
## 814   58     White        Married       2       1     Poorly differentiated
## 815   43     White        Married       2       3 Moderately differentiated
## 816   52     White        Widowed       2       3     Poorly differentiated
## 817   57     White        Married       2       3       Well differentiated
## 818   52     White        Married       2       1 Moderately differentiated
## 819   56     White        Married       1       1 Moderately differentiated
## 820   69     White        Widowed       2       1 Moderately differentiated
## 821   49     White        Single        1       1 Moderately differentiated
## 822   64     White        Married       3       1 Moderately differentiated
## 823   48     White        Married       2       1 Moderately differentiated
## 824   41     White        Married       2       1     Poorly differentiated
## 825   51     White        Single        1       2 Moderately differentiated
## 826   45     White        Married       2       2 Moderately differentiated
## 827   53     White       Divorced       1       1 Moderately differentiated
## 828   47     White        Married       2       1 Moderately differentiated
## 829   60     White       Divorced       3       1       Well differentiated
## 830   62     White        Married       1       1 Moderately differentiated
## 831   50     White        Married       1       1 Moderately differentiated
## 832   55     White       Divorced       1       1     Poorly differentiated
## 833   60 Not White        Married       2       2 Moderately differentiated
## 834   65 Not White        Married       2       2 Moderately differentiated
## 835   64     White       Divorced       2       1 Moderately differentiated
## 836   64 Not White        Married       2       1 Moderately differentiated
## 837   67     White        Married       1       1 Moderately differentiated
## 838   57     White        Married       1       1 Moderately differentiated
## 839   38     White        Married       2       3 Moderately differentiated
## 840   52     White        Married       2       1 Moderately differentiated
## 841   36 Not White        Single        2       3 Moderately differentiated
## 842   49     White        Single        3       2     Poorly differentiated
## 843   67     White        Married       2       1       Well differentiated
## 844   64     White        Married       3       1 Moderately differentiated
## 845   61 Not White       Divorced       4       1 Moderately differentiated
## 846   68     White        Married       2       3     Poorly differentiated
## 847   56 Not White        Married       2       1     Poorly differentiated
## 848   47 Not White        Married       1       1     Poorly differentiated
## 849   31     White        Married       2       1 Moderately differentiated
## 850   55 Not White        Married       1       1       Well differentiated
## 851   62 Not White        Widowed       1       1     Poorly differentiated
## 852   48     White        Married       1       2 Moderately differentiated
## 853   46     White        Married       2       1 Moderately differentiated
## 854   62     White        Married       1       1     Poorly differentiated
## 855   61 Not White        Married       2       1 Moderately differentiated
## 856   56     White        Married       2       2     Poorly differentiated
## 857   65     White        Married       1       2 Moderately differentiated
## 858   38     White        Married       1       1 Moderately differentiated
## 859   57     White        Married       2       1       Well differentiated
## 860   62     White        Married       1       1     Poorly differentiated
## 861   57     White        Single        2       1       Well differentiated
## 862   63 Not White        Married       2       2     Poorly differentiated
## 863   62     White        Married       2       1     Poorly differentiated
## 864   49     White        Single        2       3 Moderately differentiated
## 865   31 Not White       Divorced       2       1 Moderately differentiated
## 866   67     White        Widowed       1       3     Poorly differentiated
## 867   39     White        Married       2       2 Moderately differentiated
## 868   48     White        Married       1       3 Moderately differentiated
## 869   38     White        Married       1       1     Poorly differentiated
## 870   47     White       Divorced       2       1 Moderately differentiated
## 871   47     White       Divorced       2       1 Moderately differentiated
## 872   53     White        Married       2       1 Moderately differentiated
## 873   46     White        Married       2       2     Poorly differentiated
## 874   38     White        Married       1       2 Moderately differentiated
## 875   52     White        Married       4       2     Poorly differentiated
## 876   46     White        Married       1       1 Moderately differentiated
## 877   61     White       Divorced       1       1 Moderately differentiated
## 878   38 Not White        Single        3       1 Moderately differentiated
## 879   50 Not White        Single        3       1     Poorly differentiated
## 880   40     White        Married       1       1 Moderately differentiated
## 881   51     White        Married       1       2 Moderately differentiated
## 882   61     White        Married       2       1 Moderately differentiated
## 883   42     White        Married       1       1 Moderately differentiated
## 884   63 Not White        Married       3       2     Poorly differentiated
## 885   64     White        Married       1       1       Well differentiated
## 886   66     White        Married       1       1     Poorly differentiated
## 887   42     White        Married       1       1 Moderately differentiated
## 888   51     White       Divorced       2       3     Poorly differentiated
## 889   45     White        Married       1       1 Moderately differentiated
## 890   46 Not White        Married       3       2     Poorly differentiated
## 891   55     White        Single        2       2 Moderately differentiated
## 892   49     White        Married       3       2 Moderately differentiated
## 893   65     White        Single        2       3     Poorly differentiated
## 894   58     White        Married       3       1 Moderately differentiated
## 895   47     White        Married       3       2       Well differentiated
## 896   65     White        Married       2       1       Well differentiated
## 897   67     White        Married       3       2     Poorly differentiated
## 898   39     White        Married       3       1     Poorly differentiated
## 899   59     White       Divorced       2       2 Moderately differentiated
## 900   38     White        Married       1       1 Moderately differentiated
## 901   41     White        Single        1       1 Moderately differentiated
## 902   65     White        Married       1       1 Moderately differentiated
## 903   52     White        Married       1       1       Well differentiated
## 904   49 Not White        Single        3       1     Poorly differentiated
## 905   58     White        Widowed       2       1 Moderately differentiated
## 906   55     White        Married       1       1 Moderately differentiated
## 907   64     White        Married       3       3 Moderately differentiated
## 908   53     White        Single        2       3 Moderately differentiated
## 909   39 Not White       Divorced       2       1 Moderately differentiated
## 910   54 Not White        Widowed       3       3     Poorly differentiated
## 911   67     White       Divorced       1       1 Moderately differentiated
## 912   65 Not White        Married       2       3 Moderately differentiated
## 913   45     White        Married       2       1 Moderately differentiated
## 914   63     White        Widowed       1       1 Moderately differentiated
## 915   56     White       Divorced       2       1       Well differentiated
## 916   38 Not White      Separated       1       1 Moderately differentiated
## 917   47     White        Married       3       1 Moderately differentiated
## 918   46 Not White        Single        2       2     Poorly differentiated
## 919   66     White        Married       1       1 Moderately differentiated
## 920   51 Not White        Married       1       1     Poorly differentiated
## 921   63     White        Single        2       1       Well differentiated
## 922   43 Not White        Married       2       3 Moderately differentiated
## 923   49     White        Married       3       3 Moderately differentiated
## 924   69     White        Single        1       1 Moderately differentiated
## 925   51 Not White        Married       1       1     Poorly differentiated
## 926   49     White        Single        2       1       Well differentiated
## 927   44     White        Married       1       1       Well differentiated
## 928   45 Not White      Separated       2       1       Well differentiated
## 929   64     White        Single        2       1 Moderately differentiated
## 930   60     White        Married       1       1       Well differentiated
## 931   60 Not White        Single        2       1     Poorly differentiated
## 932   60     White        Married       2       1 Moderately differentiated
## 933   53 Not White        Married       1       1     Poorly differentiated
## 934   63     White        Married       2       1 Moderately differentiated
## 935   53     White        Married       1       1 Moderately differentiated
## 936   53     White        Married       2       2     Poorly differentiated
## 937   46     White        Married       1       1     Poorly differentiated
## 938   65     White        Widowed       3       2 Moderately differentiated
## 939   30     White       Divorced       3       2     Poorly differentiated
## 940   43     White        Married       1       2 Moderately differentiated
## 941   61     White        Married       1       3 Moderately differentiated
## 942   67 Not White       Divorced       2       2 Moderately differentiated
## 943   42     White        Married       1       1     Poorly differentiated
## 944   68     White        Married       2       1     Poorly differentiated
## 945   58     White        Married       1       3       Well differentiated
## 946   57     White        Married       1       1 Moderately differentiated
## 947   43     White        Single        2       1 Moderately differentiated
## 948   39     White        Single        4       3 Moderately differentiated
## 949   53     White        Married       2       2 Moderately differentiated
## 950   55     White        Married       1       3     Poorly differentiated
## 951   66     White       Divorced       1       1 Moderately differentiated
## 952   58     White        Married       1       1     Poorly differentiated
## 953   41     White        Married       1       1     Poorly differentiated
## 954   50     White        Married       1       1       Well differentiated
## 955   39     White        Married       2       1 Moderately differentiated
## 956   37     White        Widowed       1       1 Moderately differentiated
## 957   46 Not White        Married       1       1 Moderately differentiated
## 958   55 Not White        Married       1       1 Moderately differentiated
## 959   42 Not White        Single        2       1 Moderately differentiated
## 960   53     White        Married       2       2 Moderately differentiated
## 961   66     White        Married       1       1 Moderately differentiated
## 962   55     White        Married       1       1     Poorly differentiated
## 963   48 Not White        Married       2       2 Moderately differentiated
## 964   49     White        Married       3       2 Moderately differentiated
## 965   60     White        Married       3       3 Moderately differentiated
## 966   61     White        Married       2       1     Poorly differentiated
## 967   63     White        Married       2       1 Moderately differentiated
## 968   61 Not White        Married       1       1 Moderately differentiated
## 969   47     White        Married       2       2     Poorly differentiated
## 970   53 Not White        Married       1       2 Moderately differentiated
## 971   45     White        Married       1       1 Moderately differentiated
## 972   62     White        Married       3       3 Moderately differentiated
## 973   47     White        Married       2       1       Well differentiated
## 974   40 Not White        Married       3       2 Moderately differentiated
## 975   63     White        Married       1       1     Poorly differentiated
## 976   42     White        Married       1       1     Poorly differentiated
## 977   47     White        Married       2       1     Poorly differentiated
## 978   51     White        Single        3       1 Moderately differentiated
## 979   51     White        Single        2       1 Moderately differentiated
## 980   50     White        Married       1       1       Well differentiated
## 981   46 Not White        Married       3       1       Well differentiated
## 982   47     White        Married       3       2       Well differentiated
## 983   46 Not White        Single        3       2 Moderately differentiated
## 984   56     White        Single        1       1 Moderately differentiated
## 985   64 Not White        Married       1       1     Poorly differentiated
## 986   49     White        Widowed       3       1     Poorly differentiated
## 987   66 Not White        Married       1       1 Moderately differentiated
## 988   60     White        Single        1       3     Poorly differentiated
## 989   60     White        Single        2       1       Well differentiated
## 990   53     White       Divorced       2       3 Moderately differentiated
## 991   63     White       Divorced       2       1 Moderately differentiated
## 992   61 Not White        Married       1       1 Moderately differentiated
## 993   45     White        Married       2       1 Moderately differentiated
## 994   47     White        Single        3       1       Well differentiated
## 995   55     White        Single        2       1 Moderately differentiated
## 996   35 Not White        Single        2       2     Poorly differentiated
## 997   55     White      Separated       2       1 Moderately differentiated
## 998   60 Not White        Widowed       2       1       Well differentiated
## 999   31 Not White        Single        1       1 Moderately differentiated
## 1000  51     White       Divorced       2       1 Moderately differentiated
## 1001  58     White        Married       1       1 Moderately differentiated
## 1002  50     White        Single        2       1 Moderately differentiated
## 1003  48     White        Married       2       3     Poorly differentiated
## 1004  57     White       Divorced       2       2 Moderately differentiated
## 1005  69     White        Married       2       3     Poorly differentiated
## 1006  57 Not White        Married       2       1       Well differentiated
## 1007  44 Not White        Married       2       1     Poorly differentiated
## 1008  60     White       Divorced       3       2 Moderately differentiated
## 1009  56     White       Divorced       3       2 Moderately differentiated
## 1010  55     White        Married       1       1     Poorly differentiated
## 1011  68     White       Divorced       3       1     Poorly differentiated
## 1012  42     White        Single        1       1 Moderately differentiated
## 1013  47     White       Divorced       2       1 Moderately differentiated
## 1014  59     White        Single        2       2          Undifferentiated
## 1015  65     White        Married       1       2 Moderately differentiated
## 1016  32     White        Single        2       1     Poorly differentiated
## 1017  49     White        Married       2       1 Moderately differentiated
## 1018  60     White        Single        2       3 Moderately differentiated
## 1019  55 Not White        Married       1       1 Moderately differentiated
## 1020  64     White        Widowed       2       1 Moderately differentiated
## 1021  43     White        Married       2       2     Poorly differentiated
## 1022  61     White        Married       2       1       Well differentiated
## 1023  42     White       Divorced       2       1     Poorly differentiated
## 1024  58     White        Married       2       1 Moderately differentiated
## 1025  51     White        Married       2       2 Moderately differentiated
## 1026  68     White        Married       1       1 Moderately differentiated
## 1027  58     White        Married       2       1 Moderately differentiated
## 1028  62     White        Married       1       1 Moderately differentiated
## 1029  66     White        Widowed       2       1 Moderately differentiated
## 1030  52     White        Widowed       1       2     Poorly differentiated
## 1031  69     White        Married       1       1       Well differentiated
## 1032  64     White        Married       1       1 Moderately differentiated
## 1033  66     White        Married       1       1 Moderately differentiated
## 1034  62     White        Married       2       3     Poorly differentiated
## 1035  55     White        Married       1       1 Moderately differentiated
## 1036  55     White        Married       1       1     Poorly differentiated
## 1037  57     White        Single        1       1 Moderately differentiated
## 1038  54     White        Married       3       1     Poorly differentiated
## 1039  67     White        Married       2       1       Well differentiated
## 1040  62     White        Married       2       3 Moderately differentiated
## 1041  66     White       Divorced       2       3 Moderately differentiated
## 1042  56     White        Married       1       2 Moderately differentiated
## 1043  64     White       Divorced       2       2 Moderately differentiated
## 1044  67     White        Married       2       3 Moderately differentiated
## 1045  41     White        Married       2       1 Moderately differentiated
## 1046  65     White        Married       1       1 Moderately differentiated
## 1047  51     White        Married       1       1 Moderately differentiated
## 1048  49     White        Married       1       1 Moderately differentiated
## 1049  56     White        Married       2       2       Well differentiated
## 1050  44     White        Single        1       1     Poorly differentiated
## 1051  56     White        Married       1       1 Moderately differentiated
## 1052  48     White        Married       1       1 Moderately differentiated
## 1053  54     White        Married       1       2 Moderately differentiated
## 1054  62     White        Married       2       1 Moderately differentiated
## 1055  53     White        Married       1       1 Moderately differentiated
## 1056  45     White        Married       1       2 Moderately differentiated
## 1057  50     White        Married       2       2 Moderately differentiated
## 1058  54     White        Married       1       1 Moderately differentiated
## 1059  32     White        Married       1       1     Poorly differentiated
## 1060  65     White       Divorced       1       1 Moderately differentiated
## 1061  63     White        Single        1       3 Moderately differentiated
## 1062  67     White        Married       2       3          Undifferentiated
## 1063  62     White        Single        2       2 Moderately differentiated
## 1064  67 Not White        Married       1       1     Poorly differentiated
## 1065  42     White        Married       1       1     Poorly differentiated
## 1066  60     White        Married       2       1 Moderately differentiated
## 1067  48     White       Divorced       2       2 Moderately differentiated
## 1068  60     White       Divorced       2       2 Moderately differentiated
## 1069  69     White       Divorced       1       1     Poorly differentiated
## 1070  54 Not White        Married       2       3     Poorly differentiated
## 1071  56 Not White        Single        2       2     Poorly differentiated
## 1072  48     White        Single        2       2 Moderately differentiated
## 1073  45     White       Divorced       3       2 Moderately differentiated
## 1074  59     White       Divorced       2       2 Moderately differentiated
## 1075  59     White       Divorced       2       1     Poorly differentiated
## 1076  49     White        Married       1       1 Moderately differentiated
## 1077  64     White        Married       3       2     Poorly differentiated
## 1078  47     White        Married       1       1 Moderately differentiated
## 1079  46     White        Married       2       2 Moderately differentiated
## 1080  63     White        Married       2       1     Poorly differentiated
## 1081  61     White        Married       1       3     Poorly differentiated
## 1082  65     White        Married       1       3 Moderately differentiated
## 1083  64     White        Single        3       3     Poorly differentiated
## 1084  53 Not White        Married       2       1     Poorly differentiated
## 1085  42     White        Married       2       1     Poorly differentiated
## 1086  49     White       Divorced       1       1 Moderately differentiated
## 1087  66     White       Divorced       4       1 Moderately differentiated
## 1088  36     White        Married       1       1     Poorly differentiated
## 1089  46     White        Married       2       1     Poorly differentiated
## 1090  53     White        Married       1       3 Moderately differentiated
## 1091  62 Not White        Single        1       1     Poorly differentiated
## 1092  55     White        Widowed       3       2     Poorly differentiated
## 1093  53     White        Married       2       1 Moderately differentiated
## 1094  57 Not White        Single        1       1       Well differentiated
## 1095  58     White        Married       1       1 Moderately differentiated
## 1096  68 Not White        Married       3       3 Moderately differentiated
## 1097  41     White        Married       1       2 Moderately differentiated
## 1098  69     White        Married       1       1 Moderately differentiated
## 1099  61     White        Married       1       1       Well differentiated
## 1100  46     White        Married       1       1 Moderately differentiated
## 1101  60     White        Married       2       3 Moderately differentiated
## 1102  63     White        Married       2       1 Moderately differentiated
## 1103  45     White        Married       1       1 Moderately differentiated
## 1104  60     White        Married       2       1 Moderately differentiated
## 1105  50     White        Married       1       1 Moderately differentiated
## 1106  64     White        Widowed       2       2 Moderately differentiated
## 1107  51     White       Divorced       3       3     Poorly differentiated
## 1108  58     White        Married       1       3     Poorly differentiated
## 1109  63     White        Married       2       1 Moderately differentiated
## 1110  61     White        Married       1       2       Well differentiated
## 1111  49 Not White        Married       2       1 Moderately differentiated
## 1112  57     White        Married       2       1 Moderately differentiated
## 1113  51     White        Single        1       1 Moderately differentiated
## 1114  60     White        Single        1       1     Poorly differentiated
## 1115  66     White       Divorced       2       2 Moderately differentiated
## 1116  50     White        Married       3       1 Moderately differentiated
## 1117  53     White        Married       2       3 Moderately differentiated
## 1118  33     White        Married       2       2 Moderately differentiated
## 1119  45     White        Married       2       1     Poorly differentiated
## 1120  57     White        Married       4       3 Moderately differentiated
## 1121  52 Not White        Married       1       3       Well differentiated
## 1122  52     White        Single        2       1       Well differentiated
## 1123  58     White        Married       3       2 Moderately differentiated
## 1124  60     White        Single        1       1 Moderately differentiated
## 1125  59 Not White        Married       2       1     Poorly differentiated
## 1126  43 Not White        Single        2       1 Moderately differentiated
## 1127  47     White       Divorced       1       1     Poorly differentiated
## 1128  52     White        Single        1       1 Moderately differentiated
## 1129  63     White       Divorced       3       3 Moderately differentiated
## 1130  51     White        Married       1       1     Poorly differentiated
## 1131  63     White        Married       1       1 Moderately differentiated
## 1132  49     White        Married       1       1 Moderately differentiated
## 1133  61     White       Divorced       2       1 Moderately differentiated
## 1134  64     White       Divorced       2       1     Poorly differentiated
## 1135  57 Not White        Married       1       1 Moderately differentiated
## 1136  58     White        Married       1       2 Moderately differentiated
## 1137  55 Not White        Married       2       3     Poorly differentiated
## 1138  54     White        Married       2       1 Moderately differentiated
## 1139  67     White        Single        1       1 Moderately differentiated
## 1140  57     White        Married       4       1 Moderately differentiated
## 1141  37     White        Married       3       3 Moderately differentiated
## 1142  61     White       Divorced       1       1 Moderately differentiated
## 1143  46     White        Married       2       2 Moderately differentiated
## 1144  31     White       Divorced       2       1 Moderately differentiated
## 1145  59     White        Married       2       1       Well differentiated
## 1146  50     White        Single        2       1     Poorly differentiated
## 1147  59     White        Married       1       1       Well differentiated
## 1148  41     White        Married       1       1       Well differentiated
## 1149  64     White        Widowed       2       1     Poorly differentiated
## 1150  60     White        Married       1       2 Moderately differentiated
## 1151  68     White        Married       1       1 Moderately differentiated
## 1152  46 Not White       Divorced       4       3 Moderately differentiated
## 1153  43     White        Married       1       1     Poorly differentiated
## 1154  49     White        Married       1       1 Moderately differentiated
## 1155  56     White        Married       2       2     Poorly differentiated
## 1156  60     White        Married       2       2 Moderately differentiated
## 1157  67     White        Married       2       1     Poorly differentiated
## 1158  67     White        Widowed       1       1 Moderately differentiated
## 1159  50     White        Married       1       1 Moderately differentiated
## 1160  68     White        Married       3       1 Moderately differentiated
## 1161  66     White        Single        2       2     Poorly differentiated
## 1162  40     White        Married       3       1     Poorly differentiated
## 1163  45 Not White        Single        1       1     Poorly differentiated
## 1164  61     White        Married       1       1 Moderately differentiated
## 1165  68     White        Widowed       1       1 Moderately differentiated
## 1166  59     White        Married       2       1 Moderately differentiated
## 1167  65     White        Married       2       2     Poorly differentiated
## 1168  50     White        Married       1       2     Poorly differentiated
## 1169  62     White        Widowed       2       2 Moderately differentiated
## 1170  59     White        Widowed       2       1 Moderately differentiated
## 1171  56     White        Married       2       2 Moderately differentiated
## 1172  46 Not White        Single        1       1 Moderately differentiated
## 1173  41     White        Married       1       1 Moderately differentiated
## 1174  45     White        Married       2       1 Moderately differentiated
## 1175  44     White        Married       1       1       Well differentiated
## 1176  47     White        Single        2       1     Poorly differentiated
## 1177  66 Not White        Married       1       2     Poorly differentiated
## 1178  56     White        Single        1       1 Moderately differentiated
## 1179  49     White        Married       3       3     Poorly differentiated
## 1180  64 Not White        Widowed       2       3     Poorly differentiated
## 1181  66     White        Married       1       1 Moderately differentiated
## 1182  45     White        Married       1       1 Moderately differentiated
## 1183  65     White        Widowed       2       2 Moderately differentiated
## 1184  54     White        Married       2       1 Moderately differentiated
## 1185  48     White        Single        2       1 Moderately differentiated
## 1186  49     White       Divorced       1       1 Moderately differentiated
## 1187  40 Not White        Married       2       1     Poorly differentiated
## 1188  64     White       Divorced       2       2 Moderately differentiated
## 1189  61     White        Single        2       1 Moderately differentiated
## 1190  61     White        Married       2       2 Moderately differentiated
## 1191  55     White        Married       3       2       Well differentiated
## 1192  43 Not White        Married       1       3     Poorly differentiated
## 1193  63     White        Married       1       1 Moderately differentiated
## 1194  48     White        Married       3       1       Well differentiated
## 1195  46     White        Married       2       1 Moderately differentiated
## 1196  63     White        Married       1       1 Moderately differentiated
## 1197  43     White        Married       3       2     Poorly differentiated
## 1198  46     White       Divorced       1       1 Moderately differentiated
## 1199  35     White        Married       1       1 Moderately differentiated
## 1200  68     White        Married       2       3       Well differentiated
## 1201  47     White        Married       2       1 Moderately differentiated
## 1202  43     White        Married       1       1 Moderately differentiated
## 1203  57     White       Divorced       1       2 Moderately differentiated
## 1204  64     White        Married       2       1     Poorly differentiated
## 1205  61     White        Married       1       1 Moderately differentiated
## 1206  44 Not White      Separated       2       2 Moderately differentiated
## 1207  50     White        Married       1       1 Moderately differentiated
## 1208  49     White        Single        2       1     Poorly differentiated
## 1209  67     White        Widowed       1       1       Well differentiated
## 1210  46 Not White       Divorced       2       2     Poorly differentiated
## 1211  51     White        Married       1       1 Moderately differentiated
## 1212  58     White        Married       2       3     Poorly differentiated
## 1213  46     White        Married       3       3     Poorly differentiated
## 1214  59     White        Married       2       1       Well differentiated
## 1215  53     White        Married       1       1 Moderately differentiated
## 1216  62     White        Married       2       2     Poorly differentiated
## 1217  57     White        Married       2       1     Poorly differentiated
## 1218  51 Not White        Married       2       1       Well differentiated
## 1219  69     White        Married       2       1 Moderately differentiated
## 1220  47     White        Single        2       1 Moderately differentiated
## 1221  57     White        Married       1       1     Poorly differentiated
## 1222  55     White        Married       1       1     Poorly differentiated
## 1223  52     White        Single        2       2     Poorly differentiated
## 1224  45 Not White        Married       1       1       Well differentiated
## 1225  39     White        Married       1       1     Poorly differentiated
## 1226  56 Not White        Married       4       1 Moderately differentiated
## 1227  45     White        Married       1       1       Well differentiated
## 1228  41     White        Married       2       1 Moderately differentiated
## 1229  63     White        Single        1       1       Well differentiated
## 1230  68     White        Married       1       1 Moderately differentiated
## 1231  64     White        Married       1       1       Well differentiated
## 1232  49     White        Married       1       2     Poorly differentiated
## 1233  68     White        Married       2       1 Moderately differentiated
## 1234  46     White        Single        1       1 Moderately differentiated
## 1235  59     White        Married       2       1       Well differentiated
## 1236  40     White        Married       2       1     Poorly differentiated
## 1237  47     White        Married       1       1 Moderately differentiated
## 1238  53     White        Married       2       1 Moderately differentiated
## 1239  59     White        Married       1       1 Moderately differentiated
## 1240  50 Not White        Married       2       1 Moderately differentiated
## 1241  47     White        Married       2       2     Poorly differentiated
## 1242  46 Not White        Single        3       1       Well differentiated
## 1243  46     White        Married       2       1 Moderately differentiated
## 1244  67     White        Married       1       1 Moderately differentiated
## 1245  51     White        Married       1       2     Poorly differentiated
## 1246  65     White        Widowed       2       2 Moderately differentiated
## 1247  56     White        Married       3       3 Moderately differentiated
## 1248  68 Not White        Widowed       2       2       Well differentiated
## 1249  57 Not White        Married       1       1       Well differentiated
## 1250  49     White        Married       4       2     Poorly differentiated
## 1251  48     White        Married       1       1 Moderately differentiated
## 1252  67 Not White        Married       1       1       Well differentiated
## 1253  64     White        Married       2       1 Moderately differentiated
## 1254  53     White        Single        2       1       Well differentiated
## 1255  42     White       Divorced       1       1 Moderately differentiated
## 1256  50     White        Married       2       1 Moderately differentiated
## 1257  56     White        Married       1       1 Moderately differentiated
## 1258  53     White        Married       2       1 Moderately differentiated
## 1259  59     White        Married       1       1       Well differentiated
## 1260  67     White        Married       1       1       Well differentiated
## 1261  45     White        Single        2       1     Poorly differentiated
## 1262  45 Not White        Married       3       3     Poorly differentiated
## 1263  49     White        Married       3       1 Moderately differentiated
## 1264  65     White        Married       2       1 Moderately differentiated
## 1265  45     White        Married       3       1     Poorly differentiated
## 1266  56     White       Divorced       2       3     Poorly differentiated
## 1267  60     White        Married       1       1 Moderately differentiated
## 1268  57 Not White      Separated       2       3     Poorly differentiated
## 1269  54 Not White        Single        2       1 Moderately differentiated
## 1270  50     White        Married       3       1 Moderately differentiated
## 1271  63     White        Married       1       1 Moderately differentiated
## 1272  41 Not White        Married       2       1 Moderately differentiated
## 1273  51     White       Divorced       3       1 Moderately differentiated
## 1274  65     White        Married       3       1 Moderately differentiated
## 1275  59     White        Married       3       1       Well differentiated
## 1276  66     White        Married       2       2     Poorly differentiated
## 1277  41     White        Married       2       1 Moderately differentiated
## 1278  66     White        Single        2       2     Poorly differentiated
## 1279  67     White        Married       1       3     Poorly differentiated
## 1280  40     White        Married       1       1 Moderately differentiated
## 1281  39 Not White       Divorced       1       2     Poorly differentiated
## 1282  66     White        Married       2       1       Well differentiated
## 1283  58 Not White        Married       2       2     Poorly differentiated
## 1284  45     White        Single        2       1 Moderately differentiated
## 1285  65     White        Widowed       1       1 Moderately differentiated
## 1286  43 Not White        Married       2       2 Moderately differentiated
## 1287  57 Not White        Widowed       2       3       Well differentiated
## 1288  47     White        Married       3       1 Moderately differentiated
## 1289  44     White        Married       1       1 Moderately differentiated
## 1290  46     White        Married       3       1 Moderately differentiated
## 1291  64     White        Single        1       1 Moderately differentiated
## 1292  59     White        Married       1       1 Moderately differentiated
## 1293  51     White        Married       1       1     Poorly differentiated
## 1294  66     White        Single        2       1       Well differentiated
## 1295  46     White        Married       1       1 Moderately differentiated
## 1296  52     White        Married       1       1     Poorly differentiated
## 1297  49     White        Married       1       1       Well differentiated
## 1298  42     White        Married       1       1 Moderately differentiated
## 1299  63     White        Married       2       1 Moderately differentiated
## 1300  66     White        Married       3       1     Poorly differentiated
## 1301  48     White        Single        1       1 Moderately differentiated
## 1302  66     White        Widowed       2       1     Poorly differentiated
## 1303  41     White        Married       1       1 Moderately differentiated
## 1304  61     White        Single        1       1     Poorly differentiated
## 1305  55     White        Married       1       1 Moderately differentiated
## 1306  62     White        Married       1       2     Poorly differentiated
## 1307  35     White        Single        2       1 Moderately differentiated
## 1308  59     White        Married       3       3     Poorly differentiated
## 1309  54     White        Married       2       1 Moderately differentiated
## 1310  64     White        Single        1       1       Well differentiated
## 1311  64     White        Married       1       1       Well differentiated
## 1312  38     White        Single        2       1 Moderately differentiated
## 1313  60 Not White        Married       1       1 Moderately differentiated
## 1314  55 Not White        Single        2       1 Moderately differentiated
## 1315  41     White        Married       4       1     Poorly differentiated
## 1316  67     White       Divorced       1       1 Moderately differentiated
## 1317  53     White        Married       3       3 Moderately differentiated
## 1318  53     White        Married       1       2     Poorly differentiated
## 1319  34 Not White        Single        2       1 Moderately differentiated
## 1320  39 Not White        Single        1       1 Moderately differentiated
## 1321  31     White        Married       3       3     Poorly differentiated
## 1322  64     White        Married       3       1 Moderately differentiated
## 1323  40 Not White        Married       1       2     Poorly differentiated
## 1324  59     White        Married       1       1 Moderately differentiated
## 1325  55     White        Married       2       1     Poorly differentiated
## 1326  46     White        Married       2       3     Poorly differentiated
## 1327  58 Not White        Married       1       1     Poorly differentiated
## 1328  66     White        Married       1       1 Moderately differentiated
## 1329  56     White        Single        2       1 Moderately differentiated
## 1330  47     White        Married       2       3       Well differentiated
## 1331  39     White        Married       2       2     Poorly differentiated
## 1332  46 Not White        Married       2       1 Moderately differentiated
## 1333  62     White        Married       1       1 Moderately differentiated
## 1334  46     White        Married       1       1 Moderately differentiated
## 1335  60     White        Married       2       3     Poorly differentiated
## 1336  36 Not White        Single        2       1       Well differentiated
## 1337  51     White        Single        2       1       Well differentiated
## 1338  60 Not White        Single        1       1 Moderately differentiated
## 1339  63     White        Married       2       1     Poorly differentiated
## 1340  65     White        Married       2       1 Moderately differentiated
## 1341  59 Not White        Married       3       3 Moderately differentiated
## 1342  50     White        Married       1       1       Well differentiated
## 1343  53     White        Single        2       1 Moderately differentiated
## 1344  46 Not White       Divorced       1       1 Moderately differentiated
## 1345  46     White        Married       2       1 Moderately differentiated
## 1346  46     White        Married       2       1 Moderately differentiated
## 1347  47 Not White        Married       3       1 Moderately differentiated
## 1348  61     White        Married       1       1 Moderately differentiated
## 1349  52 Not White        Married       1       1 Moderately differentiated
## 1350  57     White        Married       4       1     Poorly differentiated
## 1351  59     White        Married       1       1 Moderately differentiated
## 1352  63     White        Married       3       1 Moderately differentiated
## 1353  48     White        Married       2       1 Moderately differentiated
## 1354  59     White        Married       1       2 Moderately differentiated
## 1355  58     White        Married       1       2       Well differentiated
## 1356  47     White        Married       3       1     Poorly differentiated
## 1357  56     White        Married       2       1 Moderately differentiated
## 1358  44 Not White        Married       1       1     Poorly differentiated
## 1359  44     White        Married       2       1       Well differentiated
## 1360  33     White        Married       1       1       Well differentiated
## 1361  54     White        Married       1       1 Moderately differentiated
## 1362  45     White        Married       1       1 Moderately differentiated
## 1363  60     White        Married       2       1       Well differentiated
## 1364  62     White        Married       1       1 Moderately differentiated
## 1365  53     White        Married       1       1       Well differentiated
## 1366  41     White        Married       2       1     Poorly differentiated
## 1367  39     White        Married       2       1 Moderately differentiated
## 1368  44 Not White        Married       2       1       Well differentiated
## 1369  57     White        Widowed       1       1 Moderately differentiated
## 1370  33     White        Married       4       2     Poorly differentiated
## 1371  68 Not White        Widowed       2       1     Poorly differentiated
## 1372  49     White        Married       1       1       Well differentiated
## 1373  50     White        Married       2       2 Moderately differentiated
## 1374  60     White        Widowed       2       2 Moderately differentiated
## 1375  50 Not White       Divorced       1       1 Moderately differentiated
## 1376  40 Not White        Single        3       2 Moderately differentiated
## 1377  46     White        Married       2       1 Moderately differentiated
## 1378  49 Not White      Separated       1       3       Well differentiated
## 1379  69     White        Widowed       4       3     Poorly differentiated
## 1380  54     White        Married       1       1 Moderately differentiated
## 1381  51     White        Single        1       1 Moderately differentiated
## 1382  51     White        Single        2       1     Poorly differentiated
## 1383  68     White        Married       1       3 Moderately differentiated
## 1384  41     White        Married       2       1     Poorly differentiated
## 1385  58     White        Married       2       3 Moderately differentiated
## 1386  62     White        Married       2       1 Moderately differentiated
## 1387  42     White        Married       3       1       Well differentiated
## 1388  46 Not White        Married       2       2 Moderately differentiated
## 1389  54     White        Married       2       3 Moderately differentiated
## 1390  54     White        Single        2       1 Moderately differentiated
## 1391  47     White        Married       2       1       Well differentiated
## 1392  66     White       Divorced       1       3     Poorly differentiated
## 1393  42 Not White        Married       1       1       Well differentiated
## 1394  55     White        Married       1       1 Moderately differentiated
## 1395  60     White       Divorced       2       2     Poorly differentiated
## 1396  52     White        Married       1       1 Moderately differentiated
## 1397  61     White        Married       3       3 Moderately differentiated
## 1398  48     White        Married       2       1 Moderately differentiated
## 1399  58     White        Married       1       1 Moderately differentiated
## 1400  44 Not White        Married       1       1 Moderately differentiated
## 1401  43     White        Married       2       3     Poorly differentiated
## 1402  53 Not White        Married       1       1     Poorly differentiated
## 1403  48     White        Married       2       1 Moderately differentiated
## 1404  63     White        Single        1       1 Moderately differentiated
## 1405  64     White        Married       2       1       Well differentiated
## 1406  39     White        Married       1       1 Moderately differentiated
## 1407  59     White        Married       4       3 Moderately differentiated
## 1408  51 Not White        Widowed       2       1 Moderately differentiated
## 1409  39     White        Married       2       1     Poorly differentiated
## 1410  56     White        Married       1       1 Moderately differentiated
## 1411  51     White        Widowed       2       1 Moderately differentiated
## 1412  49     White      Separated       2       3 Moderately differentiated
## 1413  68     White        Widowed       2       1 Moderately differentiated
## 1414  51     White        Married       1       1 Moderately differentiated
## 1415  54     White        Single        1       2     Poorly differentiated
## 1416  64     White        Married       1       2 Moderately differentiated
## 1417  43     White        Married       1       2 Moderately differentiated
## 1418  39     White        Married       3       3     Poorly differentiated
## 1419  69     White        Married       2       1 Moderately differentiated
## 1420  66     White       Divorced       1       1     Poorly differentiated
## 1421  55     White        Married       1       3       Well differentiated
## 1422  69     White        Married       1       1 Moderately differentiated
## 1423  51     White       Divorced       1       1 Moderately differentiated
## 1424  57     White        Married       2       1       Well differentiated
## 1425  63     White        Married       2       2     Poorly differentiated
## 1426  55     White        Married       2       2 Moderately differentiated
## 1427  55     White        Married       2       1 Moderately differentiated
## 1428  59     White        Married       2       1 Moderately differentiated
## 1429  61     White        Married       2       1     Poorly differentiated
## 1430  49 Not White        Married       2       1     Poorly differentiated
## 1431  60     White        Married       1       3 Moderately differentiated
## 1432  50     White       Divorced       2       1     Poorly differentiated
## 1433  61 Not White        Single        2       1       Well differentiated
## 1434  47     White        Married       2       3 Moderately differentiated
## 1435  55     White        Married       3       1 Moderately differentiated
## 1436  57     White        Married       1       1       Well differentiated
## 1437  53     White        Single        2       2     Poorly differentiated
## 1438  44     White        Married       3       3 Moderately differentiated
## 1439  63     White        Married       2       2     Poorly differentiated
## 1440  62     White        Married       2       2 Moderately differentiated
## 1441  43     White        Married       1       1     Poorly differentiated
## 1442  69 Not White        Married       2       3 Moderately differentiated
## 1443  46 Not White        Married       2       3     Poorly differentiated
## 1444  53     White        Married       2       3 Moderately differentiated
## 1445  40     White        Single        1       1       Well differentiated
## 1446  63     White        Married       2       1 Moderately differentiated
## 1447  64     White        Married       2       1 Moderately differentiated
## 1448  57     White        Married       2       2       Well differentiated
## 1449  43     White        Married       2       2     Poorly differentiated
## 1450  60     White        Single        1       2     Poorly differentiated
## 1451  42     White        Single        1       1     Poorly differentiated
## 1452  40     White        Married       1       1 Moderately differentiated
## 1453  43 Not White        Married       2       1     Poorly differentiated
## 1454  57     White        Married       3       2 Moderately differentiated
## 1455  68     White        Married       1       1       Well differentiated
## 1456  65     White       Divorced       2       1     Poorly differentiated
## 1457  60     White        Married       1       1 Moderately differentiated
## 1458  67     White        Widowed       1       1 Moderately differentiated
## 1459  39     White        Single        3       2          Undifferentiated
## 1460  59     White       Divorced       2       3     Poorly differentiated
## 1461  52     White        Single        2       3 Moderately differentiated
## 1462  58     White       Divorced       1       1 Moderately differentiated
## 1463  48     White       Divorced       3       2 Moderately differentiated
## 1464  61     White        Married       1       1 Moderately differentiated
## 1465  34     White        Married       2       1     Poorly differentiated
## 1466  56     White        Married       1       1 Moderately differentiated
## 1467  59     White        Married       3       1 Moderately differentiated
## 1468  52     White        Married       3       1 Moderately differentiated
## 1469  57     White        Widowed       3       1     Poorly differentiated
## 1470  67     White        Married       2       1 Moderately differentiated
## 1471  65     White        Married       1       1 Moderately differentiated
## 1472  48     White       Divorced       2       2     Poorly differentiated
## 1473  64 Not White        Married       2       2 Moderately differentiated
## 1474  64     White       Divorced       3       1     Poorly differentiated
## 1475  57     White        Married       2       1 Moderately differentiated
## 1476  47     White        Widowed       1       1 Moderately differentiated
## 1477  49 Not White        Married       2       1     Poorly differentiated
## 1478  40     White        Married       2       1     Poorly differentiated
## 1479  57     White        Married       1       1 Moderately differentiated
## 1480  47     White        Married       3       2 Moderately differentiated
## 1481  63     White        Married       1       1     Poorly differentiated
## 1482  43     White        Married       3       1     Poorly differentiated
## 1483  66     White        Married       1       1 Moderately differentiated
## 1484  66     White        Married       4       2 Moderately differentiated
## 1485  44     White        Married       1       1     Poorly differentiated
## 1486  64     White        Married       2       1       Well differentiated
## 1487  45     White        Married       1       1 Moderately differentiated
## 1488  68     White       Divorced       2       1     Poorly differentiated
## 1489  55 Not White        Married       2       2 Moderately differentiated
## 1490  54     White        Married       1       1 Moderately differentiated
## 1491  66     White       Divorced       1       1 Moderately differentiated
## 1492  59     White       Divorced       1       2 Moderately differentiated
## 1493  61     White        Married       2       2 Moderately differentiated
## 1494  58     White        Married       4       2     Poorly differentiated
## 1495  51     White        Married       1       1     Poorly differentiated
## 1496  68 Not White        Single        2       1 Moderately differentiated
## 1497  41     White        Married       3       1     Poorly differentiated
## 1498  59     White        Married       2       2 Moderately differentiated
## 1499  64     White        Married       2       1 Moderately differentiated
## 1500  63     White        Widowed       1       2 Moderately differentiated
## 1501  65     White        Married       1       1       Well differentiated
## 1502  51     White        Married       2       1 Moderately differentiated
## 1503  66 Not White        Widowed       1       1 Moderately differentiated
## 1504  35     White        Married       1       1 Moderately differentiated
## 1505  42 Not White        Married       2       1 Moderately differentiated
## 1506  49     White       Divorced       2       1     Poorly differentiated
## 1507  47     White        Single        1       1 Moderately differentiated
## 1508  66     White        Married       1       1       Well differentiated
## 1509  49     White        Single        2       2 Moderately differentiated
## 1510  47     White        Married       3       3 Moderately differentiated
## 1511  45     White        Married       2       1 Moderately differentiated
## 1512  55     White        Single        2       3 Moderately differentiated
## 1513  63     White        Married       4       2 Moderately differentiated
## 1514  51     White       Divorced       2       1 Moderately differentiated
## 1515  59     White       Divorced       1       1 Moderately differentiated
## 1516  43     White        Married       2       1     Poorly differentiated
## 1517  59     White        Married       1       3       Well differentiated
## 1518  55     White        Married       1       1 Moderately differentiated
## 1519  49     White        Married       1       1     Poorly differentiated
## 1520  45     White       Divorced       1       1 Moderately differentiated
## 1521  41     White        Married       1       3     Poorly differentiated
## 1522  63     White        Married       2       1 Moderately differentiated
## 1523  41     White        Married       3       1     Poorly differentiated
## 1524  59     White        Married       2       3 Moderately differentiated
## 1525  62     White        Married       2       1       Well differentiated
## 1526  65     White        Married       1       1 Moderately differentiated
## 1527  47     White        Married       2       1 Moderately differentiated
## 1528  67 Not White        Married       1       1       Well differentiated
## 1529  53     White        Single        2       1 Moderately differentiated
## 1530  46     White        Married       2       1 Moderately differentiated
## 1531  56     White        Married       1       1       Well differentiated
## 1532  63     White        Married       3       3     Poorly differentiated
## 1533  67     White        Widowed       2       1       Well differentiated
## 1534  63 Not White       Divorced       3       3 Moderately differentiated
## 1535  47 Not White        Single        2       3 Moderately differentiated
## 1536  63     White        Single        2       1 Moderately differentiated
## 1537  48     White        Married       2       3     Poorly differentiated
## 1538  61     White        Widowed       2       2 Moderately differentiated
## 1539  39     White        Single        1       2     Poorly differentiated
## 1540  68     White        Widowed       3       3     Poorly differentiated
## 1541  51     White        Married       4       3     Poorly differentiated
## 1542  69     White        Widowed       2       3          Undifferentiated
## 1543  39     White        Single        3       2     Poorly differentiated
## 1544  48     White        Married       2       1 Moderately differentiated
## 1545  30     White        Married       1       1 Moderately differentiated
## 1546  40     White        Married       2       1 Moderately differentiated
## 1547  39     White        Married       1       1 Moderately differentiated
## 1548  44     White        Married       3       1     Poorly differentiated
## 1549  58 Not White        Single        3       2     Poorly differentiated
## 1550  38 Not White        Married       2       1 Moderately differentiated
## 1551  47     White        Married       1       1 Moderately differentiated
## 1552  59 Not White       Divorced       3       1       Well differentiated
## 1553  53     White        Married       2       1 Moderately differentiated
## 1554  41 Not White        Married       2       1 Moderately differentiated
## 1555  52     White        Married       2       2 Moderately differentiated
## 1556  54     White       Divorced       2       1     Poorly differentiated
## 1557  51     White        Married       2       1     Poorly differentiated
## 1558  41 Not White        Married       2       2     Poorly differentiated
## 1559  58     White        Married       3       1 Moderately differentiated
## 1560  49     White        Married       1       1 Moderately differentiated
## 1561  58     White        Single        1       2          Undifferentiated
## 1562  42 Not White       Divorced       2       1     Poorly differentiated
## 1563  68     White        Widowed       2       3     Poorly differentiated
## 1564  35     White        Single        3       1 Moderately differentiated
## 1565  46     White        Married       2       1 Moderately differentiated
## 1566  53     White        Married       1       1 Moderately differentiated
## 1567  40     White      Separated       2       3     Poorly differentiated
## 1568  66     White        Widowed       2       3 Moderately differentiated
## 1569  62     White        Married       1       1       Well differentiated
## 1570  53     White        Married       1       1 Moderately differentiated
## 1571  37 Not White        Married       2       1     Poorly differentiated
## 1572  53     White        Single        1       1 Moderately differentiated
## 1573  50     White        Married       3       2 Moderately differentiated
## 1574  64     White        Married       1       1 Moderately differentiated
## 1575  66     White        Married       1       1 Moderately differentiated
## 1576  65     White        Married       2       1     Poorly differentiated
## 1577  64     White       Divorced       2       1 Moderately differentiated
## 1578  49     White        Married       2       2 Moderately differentiated
## 1579  53     White        Single        1       1 Moderately differentiated
## 1580  50 Not White        Married       1       1 Moderately differentiated
## 1581  61     White       Divorced       2       1 Moderately differentiated
## 1582  57     White        Single        2       2 Moderately differentiated
## 1583  62     White        Widowed       1       1     Poorly differentiated
## 1584  52     White        Widowed       2       1     Poorly differentiated
## 1585  47     White        Married       2       1     Poorly differentiated
## 1586  64     White        Married       2       1       Well differentiated
## 1587  34     White        Married       2       1     Poorly differentiated
## 1588  61 Not White        Married       1       1       Well differentiated
## 1589  61     White        Married       2       1     Poorly differentiated
## 1590  58 Not White        Single        1       2     Poorly differentiated
## 1591  52     White        Married       4       1 Moderately differentiated
## 1592  50     White        Married       2       1 Moderately differentiated
## 1593  66     White        Married       2       2 Moderately differentiated
## 1594  66     White        Single        1       1 Moderately differentiated
## 1595  43     White       Divorced       3       3 Moderately differentiated
## 1596  41     White        Married       1       1 Moderately differentiated
## 1597  56     White        Single        1       1 Moderately differentiated
## 1598  53     White        Single        1       1 Moderately differentiated
## 1599  53     White       Divorced       1       1     Poorly differentiated
## 1600  43     White        Married       1       1 Moderately differentiated
## 1601  64     White        Single        3       2 Moderately differentiated
## 1602  51     White        Married       1       2 Moderately differentiated
## 1603  58     White       Divorced       3       1 Moderately differentiated
## 1604  68     White        Married       3       1 Moderately differentiated
## 1605  66     White        Married       2       3     Poorly differentiated
## 1606  51     White        Single        2       2 Moderately differentiated
## 1607  55     White       Divorced       2       1 Moderately differentiated
## 1608  62     White        Married       1       1 Moderately differentiated
## 1609  62     White        Married       1       1 Moderately differentiated
## 1610  42 Not White        Single        1       1     Poorly differentiated
## 1611  55     White        Married       2       2     Poorly differentiated
## 1612  59     White        Married       1       1       Well differentiated
## 1613  66     White        Married       1       1     Poorly differentiated
## 1614  57     White        Single        2       1     Poorly differentiated
## 1615  46     White       Divorced       1       3     Poorly differentiated
## 1616  64     White        Widowed       3       1     Poorly differentiated
## 1617  65     White        Married       2       2 Moderately differentiated
## 1618  48     White        Married       2       1     Poorly differentiated
## 1619  40     White       Divorced       1       3 Moderately differentiated
## 1620  54     White        Single        2       1 Moderately differentiated
## 1621  60     White        Married       2       2 Moderately differentiated
## 1622  63     White        Married       1       2 Moderately differentiated
## 1623  61 Not White        Single        1       1     Poorly differentiated
## 1624  69     White       Divorced       4       2       Well differentiated
## 1625  45     White        Married       3       1 Moderately differentiated
## 1626  45     White        Married       2       2 Moderately differentiated
## 1627  49     White        Married       1       1       Well differentiated
## 1628  69     White       Divorced       3       1       Well differentiated
## 1629  42     White        Married       2       3     Poorly differentiated
## 1630  54 Not White      Separated       2       1 Moderately differentiated
## 1631  64     White        Married       2       1       Well differentiated
## 1632  49 Not White        Married       2       2     Poorly differentiated
## 1633  44     White        Married       2       1 Moderately differentiated
## 1634  52     White        Married       2       1 Moderately differentiated
## 1635  47     White       Divorced       2       1     Poorly differentiated
## 1636  59     White        Married       1       1     Poorly differentiated
## 1637  67     White        Married       1       1 Moderately differentiated
## 1638  63     White        Married       2       2 Moderately differentiated
## 1639  68     White        Single        2       2     Poorly differentiated
## 1640  52     White        Married       2       2 Moderately differentiated
## 1641  61 Not White        Married       1       1       Well differentiated
## 1642  39     White        Married       2       1     Poorly differentiated
## 1643  66     White       Divorced       1       1 Moderately differentiated
## 1644  53     White        Single        2       1 Moderately differentiated
## 1645  51     White        Married       1       1     Poorly differentiated
## 1646  40     White        Married       1       1 Moderately differentiated
## 1647  56     White        Married       2       1 Moderately differentiated
## 1648  33     White        Married       3       1     Poorly differentiated
## 1649  67     White        Widowed       1       1 Moderately differentiated
## 1650  55 Not White        Single        2       1 Moderately differentiated
## 1651  45     White        Married       2       1     Poorly differentiated
## 1652  60     White       Divorced       2       1 Moderately differentiated
## 1653  47 Not White        Married       1       1 Moderately differentiated
## 1654  45     White        Single        2       1 Moderately differentiated
## 1655  56     White        Married       3       1 Moderately differentiated
## 1656  41     White        Married       2       1 Moderately differentiated
## 1657  65     White        Married       2       2 Moderately differentiated
## 1658  66     White        Married       2       1 Moderately differentiated
## 1659  52     White        Married       1       1     Poorly differentiated
## 1660  55     White        Married       3       1 Moderately differentiated
## 1661  57     White        Single        1       1 Moderately differentiated
## 1662  49     White       Divorced       1       1 Moderately differentiated
## 1663  48     White        Single        2       1     Poorly differentiated
## 1664  31     White        Married       1       1     Poorly differentiated
## 1665  59     White        Widowed       1       1 Moderately differentiated
## 1666  43     White        Single        2       1 Moderately differentiated
## 1667  45     White        Married       1       1 Moderately differentiated
## 1668  61     White        Married       1       3 Moderately differentiated
## 1669  31 Not White        Married       3       1 Moderately differentiated
## 1670  47     White        Single        1       1     Poorly differentiated
## 1671  32     White        Married       1       1 Moderately differentiated
## 1672  49     White        Married       1       1 Moderately differentiated
## 1673  54 Not White       Divorced       2       1       Well differentiated
## 1674  51     White        Married       1       1       Well differentiated
## 1675  47     White        Married       1       1     Poorly differentiated
## 1676  53     White        Married       1       1       Well differentiated
## 1677  40 Not White        Married       1       1 Moderately differentiated
## 1678  59 Not White       Divorced       1       1       Well differentiated
## 1679  65     White        Married       1       1 Moderately differentiated
## 1680  47     White        Married       2       2 Moderately differentiated
## 1681  59     White       Divorced       2       1 Moderately differentiated
## 1682  39     White        Married       1       1 Moderately differentiated
## 1683  54     White       Divorced       3       1     Poorly differentiated
## 1684  36     White       Divorced       2       3       Well differentiated
## 1685  46 Not White        Married       2       1 Moderately differentiated
## 1686  41     White        Single        3       3 Moderately differentiated
## 1687  62     White       Divorced       3       1     Poorly differentiated
## 1688  45     White        Married       1       1     Poorly differentiated
## 1689  41     White        Married       2       1     Poorly differentiated
## 1690  43     White        Married       1       1 Moderately differentiated
## 1691  69     White        Married       2       3     Poorly differentiated
## 1692  56     White        Married       1       1       Well differentiated
## 1693  62     White       Divorced       2       1 Moderately differentiated
## 1694  65     White       Divorced       2       2 Moderately differentiated
## 1695  32 Not White        Single        2       1     Poorly differentiated
## 1696  66     White        Married       2       1       Well differentiated
## 1697  62     White        Married       3       1 Moderately differentiated
## 1698  32     White        Married       1       1     Poorly differentiated
## 1699  32     White        Married       1       1 Moderately differentiated
## 1700  50     White        Married       1       1     Poorly differentiated
## 1701  53     White        Married       2       3 Moderately differentiated
## 1702  60     White        Married       2       2 Moderately differentiated
## 1703  59     White        Single        3       1 Moderately differentiated
## 1704  46     White        Married       1       1       Well differentiated
## 1705  49     White       Divorced       2       1 Moderately differentiated
## 1706  39     White        Married       2       1 Moderately differentiated
## 1707  50     White        Married       3       1     Poorly differentiated
## 1708  59     White        Married       1       2 Moderately differentiated
## 1709  60     White       Divorced       3       1     Poorly differentiated
## 1710  63     White        Married       2       2 Moderately differentiated
## 1711  61     White        Widowed       1       1       Well differentiated
## 1712  63     White        Widowed       3       3       Well differentiated
## 1713  49     White        Single        4       2       Well differentiated
## 1714  42     White        Married       2       1 Moderately differentiated
## 1715  46     White        Married       2       2 Moderately differentiated
## 1716  51     White        Married       2       1 Moderately differentiated
## 1717  43     White        Married       3       2          Undifferentiated
## 1718  49     White        Married       1       1 Moderately differentiated
## 1719  45     White        Married       1       1     Poorly differentiated
## 1720  46 Not White        Married       1       1 Moderately differentiated
## 1721  69     White        Married       1       1 Moderately differentiated
## 1722  50     White        Married       2       3 Moderately differentiated
## 1723  66     White        Married       1       1       Well differentiated
## 1724  43     White        Single        1       1       Well differentiated
## 1725  56     White        Married       2       1 Moderately differentiated
## 1726  37 Not White        Married       2       1 Moderately differentiated
## 1727  52     White        Married       1       1     Poorly differentiated
## 1728  53     White        Married       1       1     Poorly differentiated
## 1729  55     White        Married       1       2 Moderately differentiated
## 1730  43     White        Married       2       2 Moderately differentiated
## 1731  52     White        Widowed       2       1 Moderately differentiated
## 1732  61 Not White        Widowed       2       3     Poorly differentiated
## 1733  45 Not White        Married       1       1 Moderately differentiated
## 1734  42     White        Single        1       1       Well differentiated
## 1735  50     White       Divorced       2       1 Moderately differentiated
## 1736  66     White        Married       1       1       Well differentiated
## 1737  62     White        Married       1       1 Moderately differentiated
## 1738  67     White        Single        2       1     Poorly differentiated
## 1739  60     White        Married       1       1 Moderately differentiated
## 1740  57     White        Widowed       4       1     Poorly differentiated
## 1741  69     White        Married       1       1 Moderately differentiated
## 1742  60 Not White        Married       3       3     Poorly differentiated
## 1743  48     White        Married       1       1 Moderately differentiated
## 1744  50     White        Married       2       2 Moderately differentiated
## 1745  53     White       Divorced       2       2     Poorly differentiated
## 1746  63     White       Divorced       2       1 Moderately differentiated
## 1747  52     White        Married       2       3 Moderately differentiated
## 1748  57     White       Divorced       1       1 Moderately differentiated
## 1749  55     White        Married       1       1 Moderately differentiated
## 1750  63 Not White        Widowed       1       1     Poorly differentiated
## 1751  51     White        Married       1       1 Moderately differentiated
## 1752  46     White       Divorced       1       1 Moderately differentiated
## 1753  50     White        Married       1       1       Well differentiated
## 1754  56     White        Married       2       2 Moderately differentiated
## 1755  57 Not White        Single        4       3     Poorly differentiated
## 1756  31     White        Single        3       2     Poorly differentiated
## 1757  59     White        Married       1       1 Moderately differentiated
## 1758  53     White        Married       1       1 Moderately differentiated
## 1759  66     White        Single        2       1 Moderately differentiated
## 1760  46     White        Married       1       1 Moderately differentiated
## 1761  67     White        Married       2       1 Moderately differentiated
## 1762  61     White        Married       3       1       Well differentiated
## 1763  42     White        Married       1       2 Moderately differentiated
## 1764  36 Not White        Married       2       2     Poorly differentiated
## 1765  49 Not White       Divorced       2       1       Well differentiated
## 1766  68     White        Single        1       1       Well differentiated
## 1767  55     White        Single        1       1 Moderately differentiated
## 1768  68 Not White        Widowed       2       1     Poorly differentiated
## 1769  52     White        Single        1       1 Moderately differentiated
## 1770  63     White        Married       1       1 Moderately differentiated
## 1771  45 Not White        Married       2       1     Poorly differentiated
## 1772  53     White        Married       2       1       Well differentiated
## 1773  46     White       Divorced       1       1       Well differentiated
## 1774  59     White        Married       1       1 Moderately differentiated
## 1775  53 Not White        Married       1       1 Moderately differentiated
## 1776  53     White       Divorced       1       2     Poorly differentiated
## 1777  42     White       Divorced       1       1 Moderately differentiated
## 1778  53     White        Married       1       2 Moderately differentiated
## 1779  51     White        Married       2       1 Moderately differentiated
## 1780  40     White       Divorced       2       1     Poorly differentiated
## 1781  44     White        Married       1       1 Moderately differentiated
## 1782  60     White        Single        1       1 Moderately differentiated
## 1783  63     White       Divorced       1       1 Moderately differentiated
## 1784  66     White        Married       2       1 Moderately differentiated
## 1785  57     White       Divorced       1       1 Moderately differentiated
## 1786  58     White       Divorced       3       3     Poorly differentiated
## 1787  61     White        Married       1       1       Well differentiated
## 1788  46     White        Single        1       2       Well differentiated
## 1789  59     White       Divorced       1       1 Moderately differentiated
## 1790  57     White        Married       4       1 Moderately differentiated
## 1791  55     White        Married       1       3 Moderately differentiated
## 1792  61 Not White        Married       2       1 Moderately differentiated
## 1793  44     White        Married       1       1 Moderately differentiated
## 1794  55     White        Married       1       1       Well differentiated
## 1795  53     White        Married       1       1 Moderately differentiated
## 1796  69     White        Widowed       1       1     Poorly differentiated
## 1797  55     White        Married       2       1     Poorly differentiated
## 1798  38     White        Married       2       1     Poorly differentiated
## 1799  48     White        Married       3       1       Well differentiated
## 1800  67     White        Married       3       3       Well differentiated
## 1801  51     White       Divorced       2       1 Moderately differentiated
## 1802  55     White        Married       2       3 Moderately differentiated
## 1803  47     White       Divorced       1       2 Moderately differentiated
## 1804  37     White        Married       1       1 Moderately differentiated
## 1805  54 Not White        Married       1       1     Poorly differentiated
## 1806  61     White        Married       2       1 Moderately differentiated
## 1807  50     White        Single        1       1 Moderately differentiated
## 1808  54     White        Married       2       3     Poorly differentiated
## 1809  47 Not White       Divorced       2       2     Poorly differentiated
## 1810  62     White       Divorced       1       1 Moderately differentiated
## 1811  57 Not White        Married       1       2     Poorly differentiated
## 1812  59     White        Married       2       1     Poorly differentiated
## 1813  49 Not White        Single        3       2     Poorly differentiated
## 1814  45 Not White        Married       1       1 Moderately differentiated
## 1815  69     White        Widowed       2       1 Moderately differentiated
## 1816  55     White        Married       1       1     Poorly differentiated
## 1817  69     White        Married       1       1 Moderately differentiated
## 1818  45     White       Divorced       2       1     Poorly differentiated
## 1819  57     White        Married       3       1 Moderately differentiated
## 1820  54     White       Divorced       2       2 Moderately differentiated
## 1821  49     White        Married       2       1       Well differentiated
## 1822  56     White        Married       2       1 Moderately differentiated
## 1823  69     White        Married       2       1       Well differentiated
## 1824  60     White        Married       2       2     Poorly differentiated
## 1825  35     White        Married       1       2       Well differentiated
## 1826  58     White       Divorced       3       1     Poorly differentiated
## 1827  69     White        Married       2       2     Poorly differentiated
## 1828  65 Not White        Widowed       1       2       Well differentiated
## 1829  67     White        Widowed       2       2     Poorly differentiated
## 1830  51     White        Single        3       2     Poorly differentiated
## 1831  40     White        Married       1       1     Poorly differentiated
## 1832  33     White        Single        2       1 Moderately differentiated
## 1833  56     White        Married       1       1 Moderately differentiated
## 1834  59     White        Married       2       3 Moderately differentiated
## 1835  61     White       Divorced       1       1 Moderately differentiated
## 1836  46     White        Married       1       3     Poorly differentiated
## 1837  67     White        Married       2       1 Moderately differentiated
## 1838  69     White        Widowed       1       1 Moderately differentiated
## 1839  52     White        Married       1       1 Moderately differentiated
## 1840  41     White        Married       2       2 Moderately differentiated
## 1841  57 Not White        Married       1       1 Moderately differentiated
## 1842  54     White        Married       1       1       Well differentiated
## 1843  60     White        Married       1       1 Moderately differentiated
## 1844  36 Not White        Married       2       1 Moderately differentiated
## 1845  52     White        Married       2       2       Well differentiated
## 1846  35 Not White        Single        1       1     Poorly differentiated
## 1847  57     White        Married       1       1 Moderately differentiated
## 1848  68     White        Married       2       3 Moderately differentiated
## 1849  64     White        Married       1       1 Moderately differentiated
## 1850  49     White        Single        1       1     Poorly differentiated
## 1851  57     White        Married       3       2 Moderately differentiated
## 1852  49     White        Single        2       1 Moderately differentiated
## 1853  53 Not White        Married       2       2     Poorly differentiated
## 1854  52 Not White        Single        2       1       Well differentiated
## 1855  46     White      Separated       2       1     Poorly differentiated
## 1856  54     White        Married       2       1 Moderately differentiated
## 1857  60     White        Married       2       1 Moderately differentiated
## 1858  46     White        Married       2       1 Moderately differentiated
## 1859  66     White        Married       1       1 Moderately differentiated
## 1860  55     White       Divorced       2       1     Poorly differentiated
## 1861  47     White      Separated       1       1       Well differentiated
## 1862  49     White        Single        2       3     Poorly differentiated
## 1863  44     White        Married       2       1 Moderately differentiated
## 1864  49     White        Married       3       2     Poorly differentiated
## 1865  60 Not White        Married       1       1 Moderately differentiated
## 1866  46     White        Married       3       1 Moderately differentiated
## 1867  49     White       Divorced       1       1 Moderately differentiated
## 1868  50     White        Married       2       1       Well differentiated
## 1869  49 Not White        Married       3       1     Poorly differentiated
## 1870  51 Not White        Married       1       1 Moderately differentiated
## 1871  52     White        Married       3       1       Well differentiated
## 1872  46     White        Married       2       1     Poorly differentiated
## 1873  68     White       Divorced       1       3     Poorly differentiated
## 1874  48     White        Married       1       1       Well differentiated
## 1875  48     White        Married       1       1       Well differentiated
## 1876  53     White        Married       2       1     Poorly differentiated
## 1877  54     White        Married       1       1 Moderately differentiated
## 1878  50     White        Married       2       2       Well differentiated
## 1879  56     White        Married       1       2 Moderately differentiated
## 1880  56     White        Married       3       3 Moderately differentiated
## 1881  54     White        Married       1       1     Poorly differentiated
## 1882  45     White        Single        4       1       Well differentiated
## 1883  55     White        Married       3       1 Moderately differentiated
## 1884  64     White        Married       2       3       Well differentiated
## 1885  46     White        Single        1       1     Poorly differentiated
## 1886  56     White        Single        2       1 Moderately differentiated
## 1887  58 Not White        Married       1       1     Poorly differentiated
## 1888  45     White        Married       3       2 Moderately differentiated
## 1889  30     White        Single        2       1     Poorly differentiated
## 1890  67     White        Married       3       1 Moderately differentiated
## 1891  46     White        Married       2       1 Moderately differentiated
## 1892  49     White        Married       2       1     Poorly differentiated
## 1893  63 Not White        Single        1       1 Moderately differentiated
## 1894  49     White       Divorced       2       1 Moderately differentiated
## 1895  67     White        Single        1       1     Poorly differentiated
## 1896  60 Not White       Divorced       2       1 Moderately differentiated
## 1897  46     White        Married       1       1 Moderately differentiated
## 1898  37     White        Married       3       1 Moderately differentiated
## 1899  65     White        Married       1       2       Well differentiated
## 1900  43 Not White        Single        2       1     Poorly differentiated
## 1901  61 Not White        Widowed       2       1     Poorly differentiated
## 1902  64     White        Married       1       1 Moderately differentiated
## 1903  52     White        Married       1       1 Moderately differentiated
## 1904  43     White        Married       1       1 Moderately differentiated
## 1905  67     White        Widowed       2       1     Poorly differentiated
## 1906  51     White        Married       2       2       Well differentiated
## 1907  69 Not White        Widowed       1       1 Moderately differentiated
## 1908  67     White        Widowed       2       3 Moderately differentiated
## 1909  59     White        Married       3       3 Moderately differentiated
## 1910  50     White        Married       2       1       Well differentiated
## 1911  65     White        Married       2       2     Poorly differentiated
## 1912  47     White        Married       1       1     Poorly differentiated
## 1913  51     White        Married       2       2 Moderately differentiated
## 1914  46     White        Married       1       1     Poorly differentiated
## 1915  53     White        Married       1       1     Poorly differentiated
## 1916  57     White        Married       3       1       Well differentiated
## 1917  53     White       Divorced       2       2 Moderately differentiated
## 1918  63     White        Widowed       2       2 Moderately differentiated
## 1919  60     White        Widowed       1       1       Well differentiated
## 1920  47     White        Married       2       1 Moderately differentiated
## 1921  46     White        Single        2       1 Moderately differentiated
## 1922  43     White      Separated       2       2 Moderately differentiated
## 1923  46     White        Single        3       1 Moderately differentiated
## 1924  60     White        Married       2       1 Moderately differentiated
## 1925  53     White        Married       3       1 Moderately differentiated
## 1926  62     White        Single        2       1     Poorly differentiated
## 1927  47 Not White        Single        1       1 Moderately differentiated
## 1928  65     White        Married       2       1 Moderately differentiated
## 1929  59     White        Married       2       3     Poorly differentiated
## 1930  61     White       Divorced       1       1       Well differentiated
## 1931  69     White        Married       2       1 Moderately differentiated
## 1932  55     White        Married       2       2       Well differentiated
## 1933  53     White       Divorced       1       1     Poorly differentiated
## 1934  54     White        Married       1       1 Moderately differentiated
## 1935  49     White        Married       1       1 Moderately differentiated
## 1936  61     White        Married       1       3 Moderately differentiated
## 1937  62 Not White        Widowed       1       1 Moderately differentiated
## 1938  40     White        Married       3       2 Moderately differentiated
## 1939  45     White        Married       2       2 Moderately differentiated
## 1940  47     White        Married       4       1 Moderately differentiated
## 1941  59     White        Married       1       1 Moderately differentiated
## 1942  42     White       Divorced       1       1 Moderately differentiated
## 1943  66     White       Divorced       1       2 Moderately differentiated
## 1944  34 Not White        Married       2       2 Moderately differentiated
## 1945  65     White        Single        2       1     Poorly differentiated
## 1946  43     White        Married       1       1     Poorly differentiated
## 1947  50     White        Married       3       1     Poorly differentiated
## 1948  56     White        Married       1       1       Well differentiated
## 1949  61     White        Widowed       1       1 Moderately differentiated
## 1950  55     White        Married       2       1     Poorly differentiated
## 1951  45     White       Divorced       3       1     Poorly differentiated
## 1952  52     White        Single        2       1     Poorly differentiated
## 1953  42     White        Married       2       2 Moderately differentiated
## 1954  65     White        Single        1       1 Moderately differentiated
## 1955  65     White        Single        2       2       Well differentiated
## 1956  39     White        Married       3       3       Well differentiated
## 1957  44 Not White        Married       2       2       Well differentiated
## 1958  50     White        Married       1       1 Moderately differentiated
## 1959  67     White        Widowed       2       1 Moderately differentiated
## 1960  61     White        Married       1       1 Moderately differentiated
## 1961  61     White       Divorced       1       1     Poorly differentiated
## 1962  60     White        Married       4       1 Moderately differentiated
## 1963  64     White        Married       2       1 Moderately differentiated
## 1964  45     White        Single        4       2       Well differentiated
## 1965  60     White        Married       1       2     Poorly differentiated
## 1966  56     White        Married       2       1 Moderately differentiated
## 1967  49     White        Married       1       1 Moderately differentiated
## 1968  51     White       Divorced       2       2 Moderately differentiated
## 1969  61     White        Single        2       2     Poorly differentiated
## 1970  53 Not White        Single        1       1 Moderately differentiated
## 1971  59     White        Single        1       1 Moderately differentiated
## 1972  38     White        Married       2       1 Moderately differentiated
## 1973  64     White       Divorced       2       1 Moderately differentiated
## 1974  53     White        Married       2       1     Poorly differentiated
## 1975  67     White        Single        2       1 Moderately differentiated
## 1976  69     White        Married       2       3     Poorly differentiated
## 1977  63     White        Married       1       1 Moderately differentiated
## 1978  58     White        Married       1       1 Moderately differentiated
## 1979  44     White        Married       1       1 Moderately differentiated
## 1980  67     White        Widowed       1       3 Moderately differentiated
## 1981  53     White        Married       1       1 Moderately differentiated
## 1982  48     White        Single        1       1 Moderately differentiated
## 1983  58     White        Married       2       1       Well differentiated
## 1984  47     White        Married       2       1 Moderately differentiated
## 1985  68     White        Married       2       1     Poorly differentiated
## 1986  69     White        Married       1       1     Poorly differentiated
## 1987  60     White       Divorced       2       2       Well differentiated
## 1988  60     White       Divorced       2       1     Poorly differentiated
## 1989  50     White        Married       2       1 Moderately differentiated
## 1990  50     White        Widowed       2       2     Poorly differentiated
## 1991  59     White        Married       3       1       Well differentiated
## 1992  63     White        Married       3       1     Poorly differentiated
## 1993  62     White       Divorced       3       3     Poorly differentiated
## 1994  40     White        Married       1       1 Moderately differentiated
## 1995  48     White        Married       4       3     Poorly differentiated
## 1996  60     White       Divorced       2       2 Moderately differentiated
## 1997  46     White        Single        3       1 Moderately differentiated
## 1998  50     White        Married       1       1 Moderately differentiated
## 1999  46     White        Single        2       1     Poorly differentiated
## 2000  64     White        Married       3       1 Moderately differentiated
## 2001  64     White        Single        1       1 Moderately differentiated
## 2002  68 Not White        Married       2       1     Poorly differentiated
## 2003  68     White        Widowed       1       1 Moderately differentiated
## 2004  65     White        Widowed       1       1       Well differentiated
## 2005  64 Not White        Married       2       1 Moderately differentiated
## 2006  55     White        Married       1       1 Moderately differentiated
## 2007  65     White        Married       3       2 Moderately differentiated
## 2008  50     White        Married       4       1 Moderately differentiated
## 2009  40     White        Married       1       1 Moderately differentiated
## 2010  35     White        Married       2       1     Poorly differentiated
## 2011  50     White        Married       2       1       Well differentiated
## 2012  52     White        Married       1       1 Moderately differentiated
## 2013  39 Not White        Single        1       1 Moderately differentiated
## 2014  55     White        Married       2       1     Poorly differentiated
## 2015  69     White        Married       2       3 Moderately differentiated
## 2016  55     White        Married       1       1 Moderately differentiated
## 2017  60     White       Divorced       2       1 Moderately differentiated
## 2018  50     White        Married       2       1       Well differentiated
## 2019  62     White        Married       2       1     Poorly differentiated
## 2020  64     White       Divorced       1       1     Poorly differentiated
## 2021  47     White        Married       3       1 Moderately differentiated
## 2022  41 Not White        Single        1       1 Moderately differentiated
## 2023  60     White        Married       2       1 Moderately differentiated
## 2024  69     White       Divorced       1       1     Poorly differentiated
## 2025  38     White        Single        3       3     Poorly differentiated
## 2026  41     White       Divorced       2       3     Poorly differentiated
## 2027  62 Not White        Married       2       1     Poorly differentiated
## 2028  54     White        Married       3       1 Moderately differentiated
## 2029  67     White        Married       3       3     Poorly differentiated
## 2030  63     White        Married       1       1     Poorly differentiated
## 2031  50 Not White        Married       1       1 Moderately differentiated
## 2032  53     White       Divorced       4       3 Moderately differentiated
## 2033  46     White       Divorced       4       3     Poorly differentiated
## 2034  46     White        Married       1       1     Poorly differentiated
## 2035  64     White       Divorced       2       1 Moderately differentiated
## 2036  47     White       Divorced       2       1 Moderately differentiated
## 2037  68     White        Widowed       1       3     Poorly differentiated
## 2038  51     White        Single        3       3 Moderately differentiated
## 2039  61     White        Married       3       3     Poorly differentiated
## 2040  55     White        Married       3       1     Poorly differentiated
## 2041  50     White        Married       2       1 Moderately differentiated
## 2042  52 Not White        Married       1       1       Well differentiated
## 2043  47     White       Divorced       2       2 Moderately differentiated
## 2044  37     White        Married       2       2 Moderately differentiated
## 2045  57     White        Widowed       1       1 Moderately differentiated
## 2046  47 Not White        Married       3       2 Moderately differentiated
## 2047  48     White        Married       1       1       Well differentiated
## 2048  47     White        Married       2       1 Moderately differentiated
## 2049  45     White        Widowed       1       1 Moderately differentiated
## 2050  37     White        Married       1       1     Poorly differentiated
## 2051  58     White       Divorced       2       1 Moderately differentiated
## 2052  43 Not White        Married       2       1 Moderately differentiated
## 2053  56     White        Married       2       1       Well differentiated
## 2054  64 Not White       Divorced       1       1 Moderately differentiated
## 2055  40     White        Married       1       2 Moderately differentiated
## 2056  58     White        Married       3       1 Moderately differentiated
## 2057  56     White        Married       1       1     Poorly differentiated
## 2058  42 Not White        Married       1       1     Poorly differentiated
## 2059  63     White       Divorced       4       3     Poorly differentiated
## 2060  59     White        Single        1       1     Poorly differentiated
## 2061  62     White        Single        1       2 Moderately differentiated
## 2062  69     White        Married       2       1     Poorly differentiated
## 2063  58     White        Single        1       1     Poorly differentiated
## 2064  64     White       Divorced       1       2 Moderately differentiated
## 2065  47     White        Married       1       1 Moderately differentiated
## 2066  59     White        Married       1       1     Poorly differentiated
## 2067  48 Not White        Single        2       1     Poorly differentiated
## 2068  44     White        Married       1       1       Well differentiated
## 2069  49 Not White        Married       3       2 Moderately differentiated
## 2070  46     White        Single        2       1 Moderately differentiated
## 2071  48     White       Divorced       1       1     Poorly differentiated
## 2072  53     White        Widowed       1       2 Moderately differentiated
## 2073  63     White        Married       2       2     Poorly differentiated
## 2074  47     White        Married       2       1 Moderately differentiated
## 2075  52     White        Married       3       1 Moderately differentiated
## 2076  62     White        Married       2       1     Poorly differentiated
## 2077  42 Not White       Divorced       1       1 Moderately differentiated
## 2078  47     White        Married       2       1 Moderately differentiated
## 2079  43     White        Married       2       1 Moderately differentiated
## 2080  58 Not White       Divorced       1       1       Well differentiated
## 2081  59     White        Married       1       1     Poorly differentiated
## 2082  35     White        Married       1       1       Well differentiated
## 2083  64     White        Married       1       1       Well differentiated
## 2084  43     White        Married       2       1     Poorly differentiated
## 2085  56     White        Married       2       1 Moderately differentiated
## 2086  60     White        Married       3       1 Moderately differentiated
## 2087  67     White        Single        2       1 Moderately differentiated
## 2088  57     White        Married       1       1 Moderately differentiated
## 2089  67     White        Married       1       2 Moderately differentiated
## 2090  36     White        Married       2       2       Well differentiated
## 2091  40     White        Married       2       1       Well differentiated
## 2092  49     White        Married       2       2       Well differentiated
## 2093  51     White        Single        2       2       Well differentiated
## 2094  63     White      Separated       2       1     Poorly differentiated
## 2095  38     White        Widowed       3       3     Poorly differentiated
## 2096  44     White        Single        2       2     Poorly differentiated
## 2097  56     White        Married       2       2 Moderately differentiated
## 2098  44     White        Married       3       2 Moderately differentiated
## 2099  61 Not White        Married       1       1     Poorly differentiated
## 2100  38 Not White        Married       1       1     Poorly differentiated
## 2101  68     White        Married       1       1 Moderately differentiated
## 2102  65     White        Married       1       1 Moderately differentiated
## 2103  55     White        Married       2       2       Well differentiated
## 2104  66     White        Married       1       1 Moderately differentiated
## 2105  43     White        Married       2       2 Moderately differentiated
## 2106  57     White        Single        2       1     Poorly differentiated
## 2107  66     White        Married       3       2 Moderately differentiated
## 2108  59     White        Married       4       2     Poorly differentiated
## 2109  57     White        Married       1       1 Moderately differentiated
## 2110  68     White        Married       1       2 Moderately differentiated
## 2111  51     White        Married       1       1     Poorly differentiated
## 2112  68     White        Single        1       1 Moderately differentiated
## 2113  47     White        Married       1       1 Moderately differentiated
## 2114  62     White        Single        1       2 Moderately differentiated
## 2115  50     White        Married       1       2 Moderately differentiated
## 2116  69     White        Married       1       1       Well differentiated
## 2117  66 Not White        Married       2       1 Moderately differentiated
## 2118  67     White        Married       1       1 Moderately differentiated
## 2119  62     White       Divorced       2       3 Moderately differentiated
## 2120  67     White        Widowed       1       1 Moderately differentiated
## 2121  66     White        Married       1       1 Moderately differentiated
## 2122  48     White        Single        1       1 Moderately differentiated
## 2123  44     White        Married       1       1     Poorly differentiated
## 2124  50     White        Married       1       1 Moderately differentiated
## 2125  56     White       Divorced       1       1 Moderately differentiated
## 2126  49 Not White        Married       2       1     Poorly differentiated
## 2127  46     White        Single        2       2     Poorly differentiated
## 2128  50     White        Married       1       1 Moderately differentiated
## 2129  62     White        Married       1       1 Moderately differentiated
## 2130  40 Not White        Married       1       1     Poorly differentiated
## 2131  69     White        Widowed       1       1       Well differentiated
## 2132  64     White        Married       2       2 Moderately differentiated
## 2133  36     White        Married       2       2 Moderately differentiated
## 2134  50     White        Single        2       1 Moderately differentiated
## 2135  49     White        Married       2       2     Poorly differentiated
## 2136  65     White        Married       3       1 Moderately differentiated
## 2137  40     White        Married       2       3       Well differentiated
## 2138  64     White        Married       3       1 Moderately differentiated
## 2139  50     White        Single        1       1       Well differentiated
## 2140  51     White        Married       1       2     Poorly differentiated
## 2141  67     White        Single        2       1 Moderately differentiated
## 2142  51     White        Married       2       1 Moderately differentiated
## 2143  62     White        Married       2       3 Moderately differentiated
## 2144  62     White        Married       2       1 Moderately differentiated
## 2145  55     White        Married       1       1 Moderately differentiated
## 2146  63     White        Widowed       1       2 Moderately differentiated
## 2147  42     White        Married       2       1 Moderately differentiated
## 2148  56 Not White        Married       3       1 Moderately differentiated
## 2149  31 Not White        Single        3       3 Moderately differentiated
## 2150  56     White        Married       2       3 Moderately differentiated
## 2151  59     White        Single        1       1 Moderately differentiated
## 2152  48     White        Married       2       3 Moderately differentiated
## 2153  66     White        Married       2       1     Poorly differentiated
## 2154  51     White        Married       1       1       Well differentiated
## 2155  69     White        Married       1       1       Well differentiated
## 2156  63     White        Married       1       1     Poorly differentiated
## 2157  48 Not White        Married       2       2     Poorly differentiated
## 2158  46     White        Married       3       1 Moderately differentiated
## 2159  69     White        Married       1       1       Well differentiated
## 2160  60     White        Married       2       1     Poorly differentiated
## 2161  61     White        Widowed       2       1     Poorly differentiated
## 2162  60     White        Married       1       1     Poorly differentiated
## 2163  58     White        Married       2       1 Moderately differentiated
## 2164  44     White        Married       2       2 Moderately differentiated
## 2165  48     White        Single        3       1       Well differentiated
## 2166  45     White        Married       3       2 Moderately differentiated
## 2167  52     White        Married       1       1 Moderately differentiated
## 2168  58     White        Married       2       2 Moderately differentiated
## 2169  48     White        Married       1       2 Moderately differentiated
## 2170  58     White      Separated       2       1       Well differentiated
## 2171  45 Not White        Married       2       1 Moderately differentiated
## 2172  66 Not White        Married       2       1 Moderately differentiated
## 2173  62 Not White      Separated       4       3          Undifferentiated
## 2174  60 Not White        Widowed       3       1     Poorly differentiated
## 2175  54     White        Married       1       2 Moderately differentiated
## 2176  63     White        Married       1       1 Moderately differentiated
## 2177  57     White        Married       3       1 Moderately differentiated
## 2178  63     White        Married       2       1          Undifferentiated
## 2179  49     White        Married       2       1       Well differentiated
## 2180  45     White        Married       1       1       Well differentiated
## 2181  67     White        Married       2       1 Moderately differentiated
## 2182  54     White       Divorced       1       3       Well differentiated
## 2183  59     White        Single        1       3     Poorly differentiated
## 2184  51 Not White        Married       2       3     Poorly differentiated
## 2185  46     White        Single        1       1     Poorly differentiated
## 2186  64 Not White        Married       2       2 Moderately differentiated
## 2187  68     White        Married       1       1       Well differentiated
## 2188  47     White        Married       1       1     Poorly differentiated
## 2189  52     White       Divorced       2       2 Moderately differentiated
## 2190  69     White        Single        1       1 Moderately differentiated
## 2191  59     White        Married       1       1 Moderately differentiated
## 2192  65     White        Widowed       2       2 Moderately differentiated
## 2193  56 Not White        Widowed       2       1     Poorly differentiated
## 2194  45     White        Single        3       2     Poorly differentiated
## 2195  48     White        Single        1       1     Poorly differentiated
## 2196  43     White        Married       2       1 Moderately differentiated
## 2197  67     White        Married       2       1     Poorly differentiated
## 2198  65     White        Married       2       1 Moderately differentiated
## 2199  57     White        Single        2       3     Poorly differentiated
## 2200  48     White        Married       1       1       Well differentiated
## 2201  45     White        Married       1       1 Moderately differentiated
## 2202  64     White        Married       1       1 Moderately differentiated
## 2203  65     White        Widowed       1       1 Moderately differentiated
## 2204  53     White       Divorced       1       1 Moderately differentiated
## 2205  63     White        Married       1       1 Moderately differentiated
## 2206  60     White       Divorced       2       1 Moderately differentiated
## 2207  45     White        Married       3       2     Poorly differentiated
## 2208  51     White        Married       1       1 Moderately differentiated
## 2209  54     White       Divorced       2       3 Moderately differentiated
## 2210  54     White        Single        1       1       Well differentiated
## 2211  49     White       Divorced       2       1 Moderately differentiated
## 2212  49     White        Married       2       1 Moderately differentiated
## 2213  41     White        Married       2       1       Well differentiated
## 2214  51     White        Married       1       1 Moderately differentiated
## 2215  68     White       Divorced       2       1       Well differentiated
## 2216  44 Not White        Married       1       1     Poorly differentiated
## 2217  68     White        Married       2       2     Poorly differentiated
## 2218  67     White        Married       1       1 Moderately differentiated
## 2219  62     White       Divorced       3       2 Moderately differentiated
## 2220  45     White        Married       1       1 Moderately differentiated
## 2221  46     White        Married       2       1     Poorly differentiated
## 2222  48 Not White       Divorced       1       1       Well differentiated
## 2223  61     White        Married       1       1 Moderately differentiated
## 2224  52     White        Married       3       1       Well differentiated
## 2225  48     White        Married       3       1 Moderately differentiated
## 2226  61     White        Married       2       1     Poorly differentiated
## 2227  47     White        Married       3       1 Moderately differentiated
## 2228  54     White        Married       2       1 Moderately differentiated
## 2229  55     White      Separated       3       1 Moderately differentiated
## 2230  48     White        Married       1       1 Moderately differentiated
## 2231  47 Not White        Married       2       2 Moderately differentiated
## 2232  62     White        Widowed       2       1 Moderately differentiated
## 2233  51     White        Married       2       1 Moderately differentiated
## 2234  49 Not White       Divorced       2       1 Moderately differentiated
## 2235  46 Not White       Divorced       2       1 Moderately differentiated
## 2236  56     White        Married       2       2 Moderately differentiated
## 2237  35     White        Married       1       1     Poorly differentiated
## 2238  66     White        Married       2       1       Well differentiated
## 2239  47     White        Married       2       3     Poorly differentiated
## 2240  63 Not White        Widowed       3       1     Poorly differentiated
## 2241  41     White        Married       3       1 Moderately differentiated
## 2242  46     White        Married       3       3       Well differentiated
## 2243  68 Not White        Widowed       3       3 Moderately differentiated
## 2244  49     White        Married       4       2 Moderately differentiated
## 2245  61 Not White        Single        3       3 Moderately differentiated
## 2246  43 Not White        Married       1       2 Moderately differentiated
## 2247  50     White        Married       3       1          Undifferentiated
## 2248  54     White        Married       1       1       Well differentiated
## 2249  42     White        Married       1       1 Moderately differentiated
## 2250  68     White        Widowed       3       2 Moderately differentiated
## 2251  48     White        Married       2       1 Moderately differentiated
## 2252  49     White        Married       1       1       Well differentiated
## 2253  46 Not White       Divorced       2       1 Moderately differentiated
## 2254  38     White        Married       2       1     Poorly differentiated
## 2255  63     White        Married       2       1 Moderately differentiated
## 2256  65 Not White        Married       2       1 Moderately differentiated
## 2257  46 Not White        Married       1       2     Poorly differentiated
## 2258  59     White        Married       2       1 Moderately differentiated
## 2259  61     White        Married       2       2 Moderately differentiated
## 2260  47     White        Married       1       1       Well differentiated
## 2261  58 Not White        Single        1       1 Moderately differentiated
## 2262  55     White        Married       1       2     Poorly differentiated
## 2263  48     White        Married       2       1     Poorly differentiated
## 2264  50     White        Married       3       1       Well differentiated
## 2265  59     White        Married       1       1 Moderately differentiated
## 2266  50     White        Married       4       2       Well differentiated
## 2267  47     White        Married       2       1 Moderately differentiated
## 2268  58     White        Married       1       1 Moderately differentiated
## 2269  51 Not White        Married       2       1     Poorly differentiated
## 2270  67     White        Married       1       1 Moderately differentiated
## 2271  44     White        Single        2       2 Moderately differentiated
## 2272  48     White        Married       3       2 Moderately differentiated
## 2273  56     White       Divorced       1       1 Moderately differentiated
## 2274  48     White        Married       3       2       Well differentiated
## 2275  55     White       Divorced       3       1 Moderately differentiated
## 2276  45 Not White        Married       1       2       Well differentiated
## 2277  51 Not White        Married       2       2 Moderately differentiated
## 2278  60     White        Widowed       2       1 Moderately differentiated
## 2279  52     White       Divorced       3       3 Moderately differentiated
## 2280  62     White       Divorced       2       3 Moderately differentiated
## 2281  69     White        Married       1       1     Poorly differentiated
## 2282  38     White        Married       3       3     Poorly differentiated
## 2283  57     White       Divorced       2       1     Poorly differentiated
## 2284  53     White        Married       3       1       Well differentiated
## 2285  49     White        Married       2       1 Moderately differentiated
## 2286  58     White        Married       1       3 Moderately differentiated
## 2287  44     White        Single        2       1 Moderately differentiated
## 2288  33     White        Married       1       3     Poorly differentiated
## 2289  46 Not White        Married       3       1 Moderately differentiated
## 2290  68     White        Married       1       1     Poorly differentiated
## 2291  53     White       Divorced       1       1     Poorly differentiated
## 2292  49     White        Married       1       2 Moderately differentiated
## 2293  57     White        Single        2       2 Moderately differentiated
## 2294  53     White       Divorced       2       3     Poorly differentiated
## 2295  67     White        Married       2       1 Moderately differentiated
## 2296  47     White        Married       1       2     Poorly differentiated
## 2297  50     White        Married       2       2 Moderately differentiated
## 2298  60     White        Single        2       1 Moderately differentiated
## 2299  48     White        Married       2       1       Well differentiated
## 2300  42     White        Married       2       1 Moderately differentiated
## 2301  56     White        Widowed       3       1     Poorly differentiated
## 2302  56     White        Married       1       2     Poorly differentiated
## 2303  55     White        Married       1       2 Moderately differentiated
## 2304  46     White       Divorced       3       1 Moderately differentiated
## 2305  43 Not White        Married       3       2 Moderately differentiated
## 2306  52     White        Married       1       1 Moderately differentiated
## 2307  64     White        Married       1       1 Moderately differentiated
## 2308  54 Not White       Divorced       2       1 Moderately differentiated
## 2309  40     White        Married       1       2     Poorly differentiated
## 2310  58 Not White       Divorced       2       2 Moderately differentiated
## 2311  62     White        Married       2       2 Moderately differentiated
## 2312  67     White        Married       1       1 Moderately differentiated
## 2313  66     White        Married       3       2     Poorly differentiated
## 2314  68     White       Divorced       2       1 Moderately differentiated
## 2315  58     White        Married       2       1     Poorly differentiated
## 2316  54     White        Married       1       2 Moderately differentiated
## 2317  69     White        Single        3       1 Moderately differentiated
## 2318  56     White        Single        1       1 Moderately differentiated
## 2319  61     White       Divorced       3       3     Poorly differentiated
## 2320  42     White        Married       1       1 Moderately differentiated
## 2321  38     White        Single        2       1     Poorly differentiated
## 2322  57     White        Married       1       1       Well differentiated
## 2323  39     White        Married       2       3     Poorly differentiated
## 2324  66     White        Widowed       1       2       Well differentiated
## 2325  59 Not White      Separated       2       2     Poorly differentiated
## 2326  31     White        Single        2       3     Poorly differentiated
## 2327  46 Not White        Single        1       1 Moderately differentiated
## 2328  53 Not White        Married       1       1     Poorly differentiated
## 2329  49     White       Divorced       1       1       Well differentiated
## 2330  68     White        Single        1       1 Moderately differentiated
## 2331  45     White        Married       1       1     Poorly differentiated
## 2332  63     White        Married       2       1 Moderately differentiated
## 2333  41     White        Married       2       1 Moderately differentiated
## 2334  61     White        Widowed       1       1 Moderately differentiated
## 2335  69     White        Widowed       3       3       Well differentiated
## 2336  56     White       Divorced       1       1 Moderately differentiated
## 2337  45     White        Married       1       1 Moderately differentiated
## 2338  37     White        Single        2       1 Moderately differentiated
## 2339  62     White        Married       2       1 Moderately differentiated
## 2340  69     White        Single        4       3     Poorly differentiated
## 2341  44     White        Single        3       2     Poorly differentiated
## 2342  54     White        Married       1       1     Poorly differentiated
## 2343  53     White        Married       2       1 Moderately differentiated
## 2344  60     White        Married       2       1 Moderately differentiated
## 2345  45     White        Married       2       3 Moderately differentiated
## 2346  42 Not White       Divorced       2       1     Poorly differentiated
## 2347  47     White        Married       2       1 Moderately differentiated
## 2348  48 Not White        Married       2       2 Moderately differentiated
## 2349  49     White       Divorced       2       1 Moderately differentiated
## 2350  51     White        Married       2       2 Moderately differentiated
## 2351  51 Not White        Married       1       3     Poorly differentiated
## 2352  55     White       Divorced       2       2     Poorly differentiated
## 2353  64 Not White        Married       4       1     Poorly differentiated
## 2354  64     White        Married       1       1       Well differentiated
## 2355  58     White       Divorced       1       2 Moderately differentiated
## 2356  69     White        Married       3       1 Moderately differentiated
## 2357  69     White       Divorced       1       1 Moderately differentiated
## 2358  61     White        Married       3       1       Well differentiated
## 2359  52     White        Married       1       3     Poorly differentiated
## 2360  54     White        Married       3       3     Poorly differentiated
## 2361  64 Not White        Single        1       1       Well differentiated
## 2362  45     White        Married       1       1     Poorly differentiated
## 2363  37     White        Single        2       3     Poorly differentiated
## 2364  56     White        Married       2       2 Moderately differentiated
## 2365  54     White        Married       1       2 Moderately differentiated
## 2366  55     White        Widowed       2       2 Moderately differentiated
## 2367  56     White        Married       1       3 Moderately differentiated
## 2368  58     White        Married       4       1 Moderately differentiated
## 2369  44     White        Married       2       1     Poorly differentiated
## 2370  51     White        Married       1       1       Well differentiated
## 2371  55     White        Married       1       1 Moderately differentiated
## 2372  57     White       Divorced       1       1 Moderately differentiated
## 2373  50     White        Married       2       2     Poorly differentiated
## 2374  66     White      Separated       1       1       Well differentiated
## 2375  62     White        Married       1       1 Moderately differentiated
## 2376  62     White        Married       2       2 Moderately differentiated
## 2377  62     White        Married       1       1     Poorly differentiated
## 2378  49     White        Single        1       1 Moderately differentiated
## 2379  49     White        Married       3       3     Poorly differentiated
## 2380  55     White        Married       1       1       Well differentiated
## 2381  38     White        Married       4       2     Poorly differentiated
## 2382  63     White        Married       2       1       Well differentiated
## 2383  47 Not White        Married       1       2 Moderately differentiated
## 2384  65     White        Married       1       1     Poorly differentiated
## 2385  63     White        Married       1       1     Poorly differentiated
## 2386  32     White        Married       1       1 Moderately differentiated
## 2387  48     White        Widowed       1       1       Well differentiated
## 2388  60     White        Single        1       1 Moderately differentiated
## 2389  45     White        Married       2       1     Poorly differentiated
## 2390  55     White        Married       1       2 Moderately differentiated
## 2391  42     White        Married       2       2 Moderately differentiated
## 2392  67     White        Widowed       2       1 Moderately differentiated
## 2393  66     White        Married       1       1       Well differentiated
## 2394  44     White        Married       1       1       Well differentiated
## 2395  59     White        Single        2       1 Moderately differentiated
## 2396  68     White        Married       2       1     Poorly differentiated
## 2397  44     White        Married       1       1 Moderately differentiated
## 2398  49     White        Married       1       1 Moderately differentiated
## 2399  63     White        Married       1       2 Moderately differentiated
## 2400  63     White        Single        2       1       Well differentiated
## 2401  60     White        Married       3       2 Moderately differentiated
## 2402  49     White        Married       2       1       Well differentiated
## 2403  46     White        Married       2       1 Moderately differentiated
## 2404  62     White        Married       1       1       Well differentiated
## 2405  50     White        Married       2       1     Poorly differentiated
## 2406  48 Not White        Single        2       1 Moderately differentiated
## 2407  60 Not White        Married       2       2     Poorly differentiated
## 2408  55     White        Married       1       1 Moderately differentiated
## 2409  66 Not White        Widowed       2       1 Moderately differentiated
## 2410  59     White        Married       2       2 Moderately differentiated
## 2411  69     White        Married       1       1 Moderately differentiated
## 2412  57     White        Married       1       1          Undifferentiated
## 2413  45     White        Married       3       1 Moderately differentiated
## 2414  55     White        Married       1       1 Moderately differentiated
## 2415  36 Not White        Married       2       2 Moderately differentiated
## 2416  46     White        Married       1       1       Well differentiated
## 2417  67     White        Married       3       2     Poorly differentiated
## 2418  59 Not White        Married       2       1 Moderately differentiated
## 2419  50     White        Married       1       1 Moderately differentiated
## 2420  60     White        Married       2       1       Well differentiated
## 2421  63     White        Married       2       1 Moderately differentiated
## 2422  50     White        Married       1       2 Moderately differentiated
## 2423  64     White        Married       2       2     Poorly differentiated
## 2424  55 Not White        Married       2       3     Poorly differentiated
## 2425  47 Not White        Married       1       1 Moderately differentiated
## 2426  64     White        Widowed       3       3     Poorly differentiated
## 2427  64     White        Widowed       3       1 Moderately differentiated
## 2428  50     White        Married       2       2 Moderately differentiated
## 2429  46 Not White        Single        1       1 Moderately differentiated
## 2430  61     White       Divorced       1       1 Moderately differentiated
## 2431  61     White        Married       1       1 Moderately differentiated
## 2432  69     White        Married       1       1 Moderately differentiated
## 2433  69     White       Divorced       1       2 Moderately differentiated
## 2434  48     White        Married       1       1 Moderately differentiated
## 2435  42 Not White        Married       2       2 Moderately differentiated
## 2436  45 Not White        Married       1       1 Moderately differentiated
## 2437  43     White        Married       1       2     Poorly differentiated
## 2438  59     White       Divorced       1       1 Moderately differentiated
## 2439  62 Not White        Married       1       1       Well differentiated
## 2440  62     White        Married       1       1       Well differentiated
## 2441  38     White        Married       1       1     Poorly differentiated
## 2442  69     White        Married       2       1 Moderately differentiated
## 2443  42     White        Married       3       2       Well differentiated
## 2444  59     White        Married       2       1 Moderately differentiated
## 2445  66     White        Married       1       1 Moderately differentiated
## 2446  63     White        Widowed       2       2     Poorly differentiated
## 2447  56     White        Married       2       1 Moderately differentiated
## 2448  37     White        Single        2       2 Moderately differentiated
## 2449  50     White       Divorced       3       3 Moderately differentiated
## 2450  52 Not White        Single        1       1 Moderately differentiated
## 2451  54     White        Married       1       1 Moderately differentiated
## 2452  58 Not White        Married       1       1     Poorly differentiated
## 2453  42     White        Married       2       2 Moderately differentiated
## 2454  59     White       Divorced       2       1       Well differentiated
## 2455  56 Not White        Married       2       1 Moderately differentiated
## 2456  50     White        Married       3       1       Well differentiated
## 2457  42     White        Married       2       1 Moderately differentiated
## 2458  47     White        Married       2       1     Poorly differentiated
## 2459  45     White        Married       1       2 Moderately differentiated
## 2460  41 Not White        Single        1       1 Moderately differentiated
## 2461  47     White       Divorced       1       1 Moderately differentiated
## 2462  56     White        Married       1       1 Moderately differentiated
## 2463  51     White        Widowed       2       3     Poorly differentiated
## 2464  45     White        Married       2       2 Moderately differentiated
## 2465  43 Not White        Single        1       2     Poorly differentiated
## 2466  54     White        Married       2       3     Poorly differentiated
## 2467  65     White        Married       1       1 Moderately differentiated
## 2468  48     White        Married       2       2 Moderately differentiated
## 2469  49     White        Married       1       1 Moderately differentiated
## 2470  51     White        Married       2       1     Poorly differentiated
## 2471  52     White        Married       1       1     Poorly differentiated
## 2472  54     White        Single        3       2 Moderately differentiated
## 2473  41     White        Single        2       1 Moderately differentiated
## 2474  63     White        Single        3       1     Poorly differentiated
## 2475  54 Not White       Divorced       2       3 Moderately differentiated
## 2476  69     White        Married       2       1 Moderately differentiated
## 2477  64     White        Single        1       1 Moderately differentiated
## 2478  69     White        Married       2       3     Poorly differentiated
## 2479  66     White        Widowed       2       3 Moderately differentiated
## 2480  64     White        Married       1       1 Moderately differentiated
## 2481  46 Not White        Single        3       2     Poorly differentiated
## 2482  50     White        Married       2       1       Well differentiated
## 2483  46     White        Married       2       1 Moderately differentiated
## 2484  60     White        Married       1       1 Moderately differentiated
## 2485  39     White        Married       3       2 Moderately differentiated
## 2486  60     White        Single        1       2     Poorly differentiated
## 2487  48 Not White       Divorced       2       1     Poorly differentiated
## 2488  51     White       Divorced       1       1 Moderately differentiated
## 2489  55     White       Divorced       1       1 Moderately differentiated
## 2490  62 Not White        Married       2       3     Poorly differentiated
## 2491  56     White        Widowed       2       2     Poorly differentiated
## 2492  36 Not White        Married       1       1 Moderately differentiated
## 2493  65     White        Married       1       2 Moderately differentiated
## 2494  58     White        Married       2       2 Moderately differentiated
## 2495  62     White        Married       2       1 Moderately differentiated
## 2496  52 Not White       Divorced       2       3     Poorly differentiated
## 2497  66     White        Married       1       1 Moderately differentiated
## 2498  56     White        Single        1       1       Well differentiated
## 2499  54     White        Single        1       1 Moderately differentiated
## 2500  56     White        Married       2       1 Moderately differentiated
## 2501  62 Not White       Divorced       2       2     Poorly differentiated
## 2502  54     White        Married       2       1     Poorly differentiated
## 2503  65     White        Married       4       1 Moderately differentiated
## 2504  59     White       Divorced       2       1       Well differentiated
## 2505  51     White        Married       1       2     Poorly differentiated
## 2506  65     White        Single        2       2     Poorly differentiated
## 2507  54     White        Single        3       3     Poorly differentiated
## 2508  57     White        Married       3       2 Moderately differentiated
## 2509  60     White        Married       1       2       Well differentiated
## 2510  60     White        Married       1       1 Moderately differentiated
## 2511  48     White        Married       2       2     Poorly differentiated
## 2512  53     White        Single        1       1     Poorly differentiated
## 2513  48     White        Single        1       1 Moderately differentiated
## 2514  68     White        Married       1       1 Moderately differentiated
## 2515  49 Not White       Divorced       1       2 Moderately differentiated
## 2516  54     White       Divorced       2       1     Poorly differentiated
## 2517  49     White        Married       3       1 Moderately differentiated
## 2518  55     White        Married       4       1 Moderately differentiated
## 2519  46     White        Married       2       1       Well differentiated
## 2520  41     White        Married       2       1     Poorly differentiated
## 2521  53 Not White        Married       2       1 Moderately differentiated
## 2522  52     White        Married       1       1 Moderately differentiated
## 2523  55     White       Divorced       2       2 Moderately differentiated
## 2524  63     White        Married       1       2 Moderately differentiated
## 2525  53     White        Married       2       1 Moderately differentiated
## 2526  66     White        Married       2       3       Well differentiated
## 2527  56     White        Married       1       1 Moderately differentiated
## 2528  58     White      Separated       2       1 Moderately differentiated
## 2529  50     White        Married       4       3     Poorly differentiated
## 2530  52     White        Married       2       1       Well differentiated
## 2531  56     White       Divorced       4       1 Moderately differentiated
## 2532  53     White       Divorced       4       1     Poorly differentiated
## 2533  47 Not White        Married       3       2       Well differentiated
## 2534  52     White        Single        2       3       Well differentiated
## 2535  55     White        Single        1       2 Moderately differentiated
## 2536  62     White        Married       2       1 Moderately differentiated
## 2537  51     White        Married       1       1 Moderately differentiated
## 2538  63     White        Married       1       1       Well differentiated
## 2539  47     White       Divorced       2       1 Moderately differentiated
## 2540  50 Not White        Married       2       1 Moderately differentiated
## 2541  60     White        Married       1       1 Moderately differentiated
## 2542  61 Not White        Widowed       2       1       Well differentiated
## 2543  67 Not White        Widowed       1       1 Moderately differentiated
## 2544  59     White        Married       1       1       Well differentiated
## 2545  66 Not White        Married       1       1 Moderately differentiated
## 2546  44 Not White        Married       2       1     Poorly differentiated
## 2547  44     White        Married       2       3     Poorly differentiated
## 2548  56     White        Married       1       1 Moderately differentiated
## 2549  38 Not White        Single        2       1     Poorly differentiated
## 2550  49     White        Married       2       1 Moderately differentiated
## 2551  57     White        Single        1       1     Poorly differentiated
## 2552  59     White       Divorced       2       1     Poorly differentiated
## 2553  49 Not White        Married       1       1     Poorly differentiated
## 2554  48     White        Married       3       2 Moderately differentiated
## 2555  51     White        Married       2       1 Moderately differentiated
## 2556  54     White        Married       1       1       Well differentiated
## 2557  59     White        Married       1       1       Well differentiated
## 2558  56     White        Widowed       1       1 Moderately differentiated
## 2559  52     White       Divorced       2       3 Moderately differentiated
## 2560  49     White        Married       1       1 Moderately differentiated
## 2561  55     White        Widowed       2       2 Moderately differentiated
## 2562  60     White       Divorced       2       2     Poorly differentiated
## 2563  63     White        Married       2       1       Well differentiated
## 2564  58     White        Married       3       1     Poorly differentiated
## 2565  39 Not White        Single        1       1     Poorly differentiated
## 2566  62     White        Married       2       1 Moderately differentiated
## 2567  60     White        Married       2       1       Well differentiated
## 2568  45 Not White        Married       2       2 Moderately differentiated
## 2569  45     White        Married       3       3 Moderately differentiated
## 2570  62 Not White        Married       1       1       Well differentiated
## 2571  65     White        Married       1       1       Well differentiated
## 2572  68     White        Married       3       1 Moderately differentiated
## 2573  43     White        Married       1       2 Moderately differentiated
## 2574  36     White        Single        2       1     Poorly differentiated
## 2575  63     White        Married       3       2     Poorly differentiated
## 2576  36 Not White        Married       1       2 Moderately differentiated
## 2577  47     White        Married       2       2 Moderately differentiated
## 2578  51     White        Married       2       1       Well differentiated
## 2579  61     White        Widowed       2       1 Moderately differentiated
## 2580  66     White        Single        3       1 Moderately differentiated
## 2581  47     White        Married       2       1 Moderately differentiated
## 2582  41     White       Divorced       1       1 Moderately differentiated
## 2583  48 Not White        Married       2       3     Poorly differentiated
## 2584  45     White        Married       1       1 Moderately differentiated
## 2585  67     White        Married       2       1 Moderately differentiated
## 2586  58     White        Widowed       3       2 Moderately differentiated
## 2587  50     White        Married       1       1     Poorly differentiated
## 2588  47     White        Married       2       1     Poorly differentiated
## 2589  59     White        Married       2       1     Poorly differentiated
## 2590  67     White        Married       1       1     Poorly differentiated
## 2591  63     White        Married       2       3     Poorly differentiated
## 2592  62     White        Married       1       1 Moderately differentiated
## 2593  52     White       Divorced       2       1 Moderately differentiated
## 2594  65     White       Divorced       1       1       Well differentiated
## 2595  35 Not White        Married       3       1 Moderately differentiated
## 2596  51     White        Single        1       2 Moderately differentiated
## 2597  54     White        Married       2       1     Poorly differentiated
## 2598  44 Not White        Married       2       1 Moderately differentiated
## 2599  57     White        Single        2       1       Well differentiated
## 2600  57     White        Married       2       3 Moderately differentiated
## 2601  36 Not White        Single        4       1     Poorly differentiated
## 2602  45 Not White        Married       1       2 Moderately differentiated
## 2603  50     White        Widowed       2       3     Poorly differentiated
## 2604  43 Not White        Married       2       1 Moderately differentiated
## 2605  36     White        Married       2       1 Moderately differentiated
## 2606  54 Not White        Married       3       2     Poorly differentiated
## 2607  65     White        Single        2       1       Well differentiated
## 2608  41     White        Single        2       2     Poorly differentiated
## 2609  65 Not White        Married       1       2 Moderately differentiated
## 2610  59     White        Married       2       3     Poorly differentiated
## 2611  61     White        Married       2       3 Moderately differentiated
## 2612  45 Not White       Divorced       1       1     Poorly differentiated
## 2613  69     White       Divorced       3       1 Moderately differentiated
## 2614  54     White        Married       2       2     Poorly differentiated
## 2615  50     White        Married       1       3 Moderately differentiated
## 2616  53     White        Married       2       1 Moderately differentiated
## 2617  50     White        Married       2       1     Poorly differentiated
## 2618  67 Not White        Widowed       2       2 Moderately differentiated
## 2619  43     White       Divorced       1       1 Moderately differentiated
## 2620  39 Not White        Married       1       1 Moderately differentiated
## 2621  45     White        Married       1       1       Well differentiated
## 2622  46     White        Married       1       1 Moderately differentiated
## 2623  65     White        Single        2       1     Poorly differentiated
## 2624  42     White        Married       3       3 Moderately differentiated
## 2625  68 Not White        Widowed       1       1 Moderately differentiated
## 2626  69     White        Widowed       2       1 Moderately differentiated
## 2627  47     White        Single        2       3     Poorly differentiated
## 2628  48     White        Married       2       2     Poorly differentiated
## 2629  48     White        Married       2       1     Poorly differentiated
## 2630  51     White        Married       1       1 Moderately differentiated
## 2631  68     White        Married       3       2     Poorly differentiated
## 2632  48     White        Married       2       1 Moderately differentiated
## 2633  35     White       Divorced       2       2     Poorly differentiated
## 2634  49 Not White        Single        1       1 Moderately differentiated
## 2635  60     White        Single        1       1       Well differentiated
## 2636  64     White        Widowed       1       1       Well differentiated
## 2637  55     White        Married       1       2 Moderately differentiated
## 2638  52     White        Married       1       1 Moderately differentiated
## 2639  60     White       Divorced       3       3 Moderately differentiated
## 2640  68     White        Widowed       2       1 Moderately differentiated
## 2641  49 Not White        Married       3       1     Poorly differentiated
## 2642  45     White        Married       3       2     Poorly differentiated
## 2643  46     White        Married       1       1 Moderately differentiated
## 2644  49     White        Married       2       2       Well differentiated
## 2645  67     White       Divorced       2       3     Poorly differentiated
## 2646  62 Not White        Married       1       1 Moderately differentiated
## 2647  62     White        Widowed       2       1 Moderately differentiated
## 2648  54     White        Married       2       1     Poorly differentiated
## 2649  50     White       Divorced       1       2     Poorly differentiated
## 2650  53     White        Married       1       2     Poorly differentiated
## 2651  51     White        Married       3       2 Moderately differentiated
## 2652  57     White        Single        1       1     Poorly differentiated
## 2653  48     White        Married       1       1 Moderately differentiated
## 2654  53 Not White        Single        3       2 Moderately differentiated
## 2655  54 Not White       Divorced       1       1       Well differentiated
## 2656  49     White        Married       2       1     Poorly differentiated
## 2657  66     White        Married       2       1 Moderately differentiated
## 2658  65     White        Married       1       1       Well differentiated
## 2659  55 Not White       Divorced       2       1 Moderately differentiated
## 2660  49     White        Married       1       2 Moderately differentiated
## 2661  47     White        Married       2       2     Poorly differentiated
## 2662  58     White        Single        3       3       Well differentiated
## 2663  58     White        Married       2       1 Moderately differentiated
## 2664  47     White        Married       3       2 Moderately differentiated
## 2665  37     White        Single        2       1     Poorly differentiated
## 2666  61     White        Widowed       1       1 Moderately differentiated
## 2667  58 Not White        Single        1       1       Well differentiated
## 2668  68     White        Single        2       1 Moderately differentiated
## 2669  63     White        Married       1       1       Well differentiated
## 2670  57     White        Married       3       2 Moderately differentiated
## 2671  36 Not White        Married       3       2     Poorly differentiated
## 2672  47 Not White        Married       1       1     Poorly differentiated
## 2673  59     White        Married       3       2 Moderately differentiated
## 2674  55     White        Married       1       1       Well differentiated
## 2675  41     White        Single        3       2 Moderately differentiated
## 2676  44     White        Married       2       1 Moderately differentiated
## 2677  61     White        Married       2       1 Moderately differentiated
## 2678  49 Not White        Married       2       1     Poorly differentiated
## 2679  65     White        Widowed       1       1       Well differentiated
## 2680  69     White        Married       1       1       Well differentiated
## 2681  52     White       Divorced       2       1 Moderately differentiated
## 2682  64 Not White       Divorced       2       2 Moderately differentiated
## 2683  69     White        Widowed       3       1     Poorly differentiated
## 2684  44     White        Married       1       1     Poorly differentiated
## 2685  49     White        Widowed       3       1 Moderately differentiated
## 2686  64     White        Married       1       1 Moderately differentiated
## 2687  43     White        Married       2       3     Poorly differentiated
## 2688  55     White        Married       1       1       Well differentiated
## 2689  51     White        Married       2       1 Moderately differentiated
## 2690  39     White        Married       1       1 Moderately differentiated
## 2691  37     White        Married       1       1 Moderately differentiated
## 2692  61     White        Married       1       1 Moderately differentiated
## 2693  54     White        Married       2       2 Moderately differentiated
## 2694  59     White        Married       2       1 Moderately differentiated
## 2695  45     White        Married       3       2 Moderately differentiated
## 2696  61     White        Married       2       2     Poorly differentiated
## 2697  50     White        Married       3       2 Moderately differentiated
## 2698  49     White        Married       3       1     Poorly differentiated
## 2699  40 Not White        Married       4       2       Well differentiated
## 2700  48     White        Single        1       2     Poorly differentiated
## 2701  49     White       Divorced       3       3     Poorly differentiated
## 2702  53     White        Married       1       1       Well differentiated
## 2703  44     White        Married       1       1       Well differentiated
## 2704  53     White        Married       4       1     Poorly differentiated
## 2705  52     White        Married       2       1 Moderately differentiated
## 2706  53     White        Married       2       1 Moderately differentiated
## 2707  48     White       Divorced       2       1 Moderately differentiated
## 2708  57     White        Married       2       1 Moderately differentiated
## 2709  44     White        Married       1       1 Moderately differentiated
## 2710  59     White        Married       3       1 Moderately differentiated
## 2711  49     White        Single        1       1 Moderately differentiated
## 2712  53     White        Married       2       1 Moderately differentiated
## 2713  55     White        Married       4       3     Poorly differentiated
## 2714  62     White        Married       1       1     Poorly differentiated
## 2715  38     White        Married       4       2     Poorly differentiated
## 2716  56     White        Married       3       3     Poorly differentiated
## 2717  53     White        Married       3       2 Moderately differentiated
## 2718  40     White        Single        3       1          Undifferentiated
## 2719  43     White        Married       1       1 Moderately differentiated
## 2720  67     White        Married       1       2 Moderately differentiated
## 2721  43     White        Married       1       1     Poorly differentiated
## 2722  50     White        Single        1       1 Moderately differentiated
## 2723  61     White        Married       2       2 Moderately differentiated
## 2724  62     White        Single        1       1 Moderately differentiated
## 2725  53 Not White       Divorced       1       1 Moderately differentiated
## 2726  55     White       Divorced       2       2     Poorly differentiated
## 2727  58     White        Single        1       1 Moderately differentiated
## 2728  69     White        Married       1       1     Poorly differentiated
## 2729  52     White       Divorced       1       2     Poorly differentiated
## 2730  62     White        Married       1       2       Well differentiated
## 2731  64     White        Married       1       1 Moderately differentiated
## 2732  68     White        Widowed       2       1       Well differentiated
## 2733  48     White        Married       2       1 Moderately differentiated
## 2734  51     White        Widowed       1       2 Moderately differentiated
## 2735  67     White        Single        2       1 Moderately differentiated
## 2736  58     White       Divorced       2       1 Moderately differentiated
## 2737  62     White        Married       2       1       Well differentiated
## 2738  69     White        Married       3       1     Poorly differentiated
## 2739  57     White        Married       2       2 Moderately differentiated
## 2740  53     White       Divorced       3       3     Poorly differentiated
## 2741  47     White        Single        2       1     Poorly differentiated
## 2742  58     White        Married       1       1     Poorly differentiated
## 2743  46     White        Married       1       1       Well differentiated
## 2744  53     White        Married       2       2     Poorly differentiated
## 2745  49     White        Widowed       3       2       Well differentiated
## 2746  65     White        Married       1       1     Poorly differentiated
## 2747  50     White        Single        2       2 Moderately differentiated
## 2748  39     White       Divorced       2       1 Moderately differentiated
## 2749  42     White        Single        3       1 Moderately differentiated
## 2750  45     White        Married       1       1 Moderately differentiated
## 2751  47     White        Married       2       1       Well differentiated
## 2752  53 Not White       Divorced       1       2     Poorly differentiated
## 2753  55     White      Separated       1       2 Moderately differentiated
## 2754  63     White        Married       2       1     Poorly differentiated
## 2755  62     White        Married       2       1     Poorly differentiated
## 2756  51     White        Single        2       3 Moderately differentiated
## 2757  57     White        Single        2       1       Well differentiated
## 2758  46     White        Married       2       1 Moderately differentiated
## 2759  42     White        Married       2       1     Poorly differentiated
## 2760  63     White        Married       3       1 Moderately differentiated
## 2761  57     White        Married       3       3 Moderately differentiated
## 2762  52     White       Divorced       4       3     Poorly differentiated
## 2763  56     White       Divorced       4       2 Moderately differentiated
## 2764  58     White        Married       2       3 Moderately differentiated
## 2765  66     White        Widowed       1       2 Moderately differentiated
## 2766  36     White        Married       1       1 Moderately differentiated
## 2767  36     White        Married       2       3 Moderately differentiated
## 2768  55     White        Married       3       3 Moderately differentiated
## 2769  44     White        Married       3       1 Moderately differentiated
## 2770  59     White       Divorced       3       1 Moderately differentiated
## 2771  38     White        Married       2       1 Moderately differentiated
## 2772  40     White       Divorced       1       1 Moderately differentiated
## 2773  68     White        Married       2       1 Moderately differentiated
## 2774  47     White       Divorced       2       1     Poorly differentiated
## 2775  57     White        Married       1       1 Moderately differentiated
## 2776  42     White        Married       1       1 Moderately differentiated
## 2777  43     White        Single        1       1 Moderately differentiated
## 2778  52     White        Married       1       1     Poorly differentiated
## 2779  65     White        Married       1       1 Moderately differentiated
## 2780  57     White        Married       1       1 Moderately differentiated
## 2781  47     White        Married       1       1 Moderately differentiated
## 2782  41     White        Married       1       1     Poorly differentiated
## 2783  51     White       Divorced       3       2 Moderately differentiated
## 2784  60     White        Single        2       2 Moderately differentiated
## 2785  53     White        Married       1       1 Moderately differentiated
## 2786  47     White        Married       2       1 Moderately differentiated
## 2787  52     White        Single        2       1 Moderately differentiated
## 2788  63     White        Married       1       1 Moderately differentiated
## 2789  55     White        Married       1       2 Moderately differentiated
## 2790  69 Not White       Divorced       2       3     Poorly differentiated
## 2791  40     White        Single        2       1 Moderately differentiated
## 2792  44     White        Married       3       1 Moderately differentiated
## 2793  40     White        Married       3       2 Moderately differentiated
## 2794  33     White        Single        3       1 Moderately differentiated
## 2795  51     White        Single        1       1     Poorly differentiated
## 2796  41     White        Single        1       1 Moderately differentiated
## 2797  61     White        Married       3       1     Poorly differentiated
## 2798  53 Not White        Married       2       2     Poorly differentiated
## 2799  61     White        Single        2       1     Poorly differentiated
## 2800  46     White        Married       2       1     Poorly differentiated
## 2801  46     White        Single        2       1 Moderately differentiated
## 2802  42 Not White        Married       2       1 Moderately differentiated
## 2803  44     White        Married       2       1 Moderately differentiated
## 2804  44     White        Married       2       2 Moderately differentiated
## 2805  52     White       Divorced       2       2     Poorly differentiated
## 2806  63     White        Widowed       2       1 Moderately differentiated
## 2807  56 Not White        Married       1       3 Moderately differentiated
## 2808  53 Not White        Married       2       3     Poorly differentiated
## 2809  43     White      Separated       2       1 Moderately differentiated
## 2810  62     White        Married       1       1     Poorly differentiated
## 2811  49     White       Divorced       2       2 Moderately differentiated
## 2812  56     White        Married       3       1 Moderately differentiated
## 2813  58     White        Married       2       1     Poorly differentiated
## 2814  62     White        Single        1       1     Poorly differentiated
## 2815  61     White        Married       1       1       Well differentiated
## 2816  62     White        Married       2       2 Moderately differentiated
## 2817  54     White        Married       1       1       Well differentiated
## 2818  51     White        Single        1       1 Moderately differentiated
## 2819  52     White        Married       1       1 Moderately differentiated
## 2820  38     White        Married       3       1 Moderately differentiated
## 2821  44 Not White        Single        3       2 Moderately differentiated
## 2822  59     White        Married       2       1 Moderately differentiated
## 2823  52     White       Divorced       2       1 Moderately differentiated
## 2824  48     White        Married       1       1 Moderately differentiated
## 2825  34     White        Married       1       3     Poorly differentiated
## 2826  67     White        Married       1       1 Moderately differentiated
## 2827  47     White        Married       1       1       Well differentiated
## 2828  62     White        Married       1       1 Moderately differentiated
## 2829  49     White        Single        1       1     Poorly differentiated
## 2830  53     White        Married       2       3     Poorly differentiated
## 2831  47 Not White        Married       3       3 Moderately differentiated
## 2832  54 Not White        Married       1       3 Moderately differentiated
## 2833  46     White        Married       1       1       Well differentiated
## 2834  54 Not White       Divorced       2       1 Moderately differentiated
## 2835  48     White        Married       1       1       Well differentiated
## 2836  57     White        Married       2       1     Poorly differentiated
## 2837  49     White        Single        1       2       Well differentiated
## 2838  48     White        Married       2       1 Moderately differentiated
## 2839  50     White        Married       1       2 Moderately differentiated
## 2840  51     White        Married       2       1     Poorly differentiated
## 2841  42     White        Married       1       1       Well differentiated
## 2842  55     White        Married       2       1 Moderately differentiated
## 2843  63     White        Married       3       1 Moderately differentiated
## 2844  62     White        Married       1       3 Moderately differentiated
## 2845  58 Not White        Married       1       2     Poorly differentiated
## 2846  54     White        Married       1       1 Moderately differentiated
## 2847  62     White       Divorced       1       2 Moderately differentiated
## 2848  68     White        Married       1       1 Moderately differentiated
## 2849  47     White        Married       1       1 Moderately differentiated
## 2850  52     White        Married       1       1 Moderately differentiated
## 2851  37     White        Married       2       1 Moderately differentiated
## 2852  55     White        Married       1       1 Moderately differentiated
## 2853  65     White       Divorced       2       2     Poorly differentiated
## 2854  46     White        Married       2       3 Moderately differentiated
## 2855  63     White        Married       1       2 Moderately differentiated
## 2856  62 Not White        Married       2       1     Poorly differentiated
## 2857  65     White        Married       2       2 Moderately differentiated
## 2858  68     White        Married       2       1 Moderately differentiated
## 2859  58     White        Single        2       1       Well differentiated
## 2860  66     White       Divorced       3       3 Moderately differentiated
## 2861  62     White        Single        3       2     Poorly differentiated
## 2862  68 Not White        Married       2       2     Poorly differentiated
## 2863  32     White        Married       2       1 Moderately differentiated
## 2864  43     White        Single        1       1 Moderately differentiated
## 2865  62     White        Married       2       1 Moderately differentiated
## 2866  40     White        Single        2       1 Moderately differentiated
## 2867  61 Not White        Single        2       2     Poorly differentiated
## 2868  46     White        Married       3       1 Moderately differentiated
## 2869  48     White        Married       1       1       Well differentiated
## 2870  64     White        Married       1       1 Moderately differentiated
## 2871  60     White        Married       1       1 Moderately differentiated
## 2872  57     White        Married       1       1 Moderately differentiated
## 2873  64     White        Married       3       1 Moderately differentiated
## 2874  54     White        Married       2       1 Moderately differentiated
## 2875  48     White        Married       2       1 Moderately differentiated
## 2876  65     White        Married       4       1     Poorly differentiated
## 2877  35 Not White        Married       1       1     Poorly differentiated
## 2878  54     White       Divorced       2       1 Moderately differentiated
## 2879  54     White        Single        2       3     Poorly differentiated
## 2880  69     White        Married       1       1 Moderately differentiated
## 2881  44     White        Married       2       1     Poorly differentiated
## 2882  48     White        Married       3       2 Moderately differentiated
## 2883  69     White        Single        4       3 Moderately differentiated
## 2884  55 Not White        Single        2       1     Poorly differentiated
## 2885  49     White        Married       1       1     Poorly differentiated
## 2886  65     White        Married       4       2       Well differentiated
## 2887  47 Not White        Single        1       1       Well differentiated
## 2888  64     White        Widowed       3       2 Moderately differentiated
## 2889  52     White        Married       1       1 Moderately differentiated
## 2890  64     White        Married       2       1 Moderately differentiated
## 2891  69     White        Widowed       1       1 Moderately differentiated
## 2892  48     White        Single        1       1 Moderately differentiated
## 2893  65 Not White        Single        1       2     Poorly differentiated
## 2894  68     White        Single        3       2 Moderately differentiated
## 2895  49     White        Married       1       1 Moderately differentiated
## 2896  54     White        Married       3       1 Moderately differentiated
## 2897  63     White        Married       1       1 Moderately differentiated
## 2898  57     White       Divorced       1       1 Moderately differentiated
## 2899  39 Not White        Married       3       1     Poorly differentiated
## 2900  45     White        Married       2       2     Poorly differentiated
## 2901  54     White      Separated       1       3     Poorly differentiated
## 2902  65     White        Widowed       2       1     Poorly differentiated
## 2903  51     White       Divorced       1       2 Moderately differentiated
## 2904  64     White        Married       2       3 Moderately differentiated
## 2905  48     White        Married       2       1 Moderately differentiated
## 2906  68     White       Divorced       1       1 Moderately differentiated
## 2907  49     White        Single        3       3     Poorly differentiated
## 2908  57     White        Married       2       1       Well differentiated
## 2909  35     White        Married       2       1     Poorly differentiated
## 2910  66     White        Married       3       3     Poorly differentiated
## 2911  48     White        Married       3       1       Well differentiated
## 2912  67     White        Widowed       1       1 Moderately differentiated
## 2913  53     White        Married       1       1 Moderately differentiated
## 2914  66     White        Married       2       1 Moderately differentiated
## 2915  40     White        Married       2       2 Moderately differentiated
## 2916  59     White        Married       1       1     Poorly differentiated
## 2917  69     White        Widowed       1       1       Well differentiated
## 2918  67     White        Married       1       1 Moderately differentiated
## 2919  60     White        Married       3       1 Moderately differentiated
## 2920  64 Not White       Divorced       2       1 Moderately differentiated
## 2921  48     White        Married       1       1 Moderately differentiated
## 2922  63 Not White        Married       1       1     Poorly differentiated
## 2923  49     White        Married       2       1 Moderately differentiated
## 2924  53     White        Married       1       1 Moderately differentiated
## 2925  50     White       Divorced       2       1 Moderately differentiated
## 2926  53     White        Married       2       1 Moderately differentiated
## 2927  63     White        Married       2       1     Poorly differentiated
## 2928  44 Not White        Married       2       1 Moderately differentiated
## 2929  45     White        Married       2       3     Poorly differentiated
## 2930  51 Not White        Single        2       2 Moderately differentiated
## 2931  54     White        Married       2       1       Well differentiated
## 2932  47     White       Divorced       2       1 Moderately differentiated
## 2933  56     White       Divorced       3       3 Moderately differentiated
## 2934  54     White        Married       3       1 Moderately differentiated
## 2935  51     White        Married       1       3       Well differentiated
## 2936  63     White        Single        1       1 Moderately differentiated
## 2937  59     White        Widowed       1       2 Moderately differentiated
## 2938  62     White        Single        1       1     Poorly differentiated
## 2939  57     White        Married       2       1     Poorly differentiated
## 2940  50     White        Married       3       1 Moderately differentiated
## 2941  51     White        Married       1       1       Well differentiated
## 2942  48     White        Single        2       1     Poorly differentiated
## 2943  48     White        Married       3       1 Moderately differentiated
## 2944  54 Not White        Married       1       2     Poorly differentiated
## 2945  46     White        Single        1       1 Moderately differentiated
## 2946  69     White        Widowed       2       1       Well differentiated
## 2947  39     White        Single        1       1     Poorly differentiated
## 2948  40 Not White        Single        3       1 Moderately differentiated
## 2949  56     White        Married       2       1     Poorly differentiated
## 2950  57     White        Married       3       1     Poorly differentiated
## 2951  51     White        Married       1       2 Moderately differentiated
## 2952  49     White        Married       1       2 Moderately differentiated
## 2953  62     White        Married       2       2       Well differentiated
## 2954  59 Not White        Married       3       3 Moderately differentiated
## 2955  53     White        Married       2       1 Moderately differentiated
## 2956  45     White        Married       3       1     Poorly differentiated
## 2957  53     White        Married       2       1 Moderately differentiated
## 2958  65     White        Married       1       3 Moderately differentiated
## 2959  39     White        Married       3       1     Poorly differentiated
## 2960  48     White        Single        2       2     Poorly differentiated
## 2961  53     White        Single        1       2       Well differentiated
## 2962  53 Not White        Married       3       1 Moderately differentiated
## 2963  67     White        Single        2       1     Poorly differentiated
## 2964  62     White        Married       1       1 Moderately differentiated
## 2965  68     White        Married       2       2 Moderately differentiated
## 2966  38     White        Married       2       1     Poorly differentiated
## 2967  64 Not White       Divorced       3       3     Poorly differentiated
## 2968  47     White        Single        2       1 Moderately differentiated
## 2969  63     White        Married       1       1 Moderately differentiated
## 2970  61     White        Married       2       1 Moderately differentiated
## 2971  68     White       Divorced       1       1 Moderately differentiated
## 2972  58     White        Married       2       2 Moderately differentiated
## 2973  41     White        Married       2       1     Poorly differentiated
## 2974  47     White       Divorced       2       1     Poorly differentiated
## 2975  56 Not White        Single        2       1 Moderately differentiated
## 2976  56     White        Married       1       1 Moderately differentiated
## 2977  56 Not White        Married       2       1     Poorly differentiated
## 2978  46     White       Divorced       2       1     Poorly differentiated
## 2979  53     White        Single        2       1 Moderately differentiated
## 2980  45     White        Married       2       1 Moderately differentiated
## 2981  66 Not White        Married       1       1     Poorly differentiated
## 2982  61     White        Widowed       2       2     Poorly differentiated
## 2983  53     White        Single        1       1 Moderately differentiated
## 2984  51     White        Married       2       1 Moderately differentiated
## 2985  68     White        Single        2       3 Moderately differentiated
## 2986  67     White        Widowed       2       1 Moderately differentiated
## 2987  59     White        Married       1       1 Moderately differentiated
## 2988  64     White       Divorced       2       1 Moderately differentiated
## 2989  57 Not White        Married       3       3 Moderately differentiated
## 2990  54     White        Married       1       1       Well differentiated
## 2991  41     White        Single        2       1 Moderately differentiated
## 2992  49     White        Married       2       1 Moderately differentiated
## 2993  51     White        Married       2       2 Moderately differentiated
## 2994  42     White        Married       2       1     Poorly differentiated
## 2995  46     White        Single        1       2 Moderately differentiated
## 2996  61 Not White        Married       3       3 Moderately differentiated
## 2997  44     White        Married       3       1       Well differentiated
## 2998  55     White       Divorced       2       3     Poorly differentiated
## 2999  50     White        Married       1       1 Moderately differentiated
## 3000  62     White        Married       1       3     Poorly differentiated
## 3001  62     White        Single        2       2 Moderately differentiated
## 3002  46     White       Divorced       2       1       Well differentiated
## 3003  56     White        Married       2       1 Moderately differentiated
## 3004  57     White        Married       1       3 Moderately differentiated
## 3005  47     White        Married       1       1 Moderately differentiated
## 3006  42     White        Married       2       1 Moderately differentiated
## 3007  56     White        Married       2       1     Poorly differentiated
## 3008  50 Not White        Married       1       3 Moderately differentiated
## 3009  43     White        Married       3       2 Moderately differentiated
## 3010  46 Not White        Married       2       1       Well differentiated
## 3011  46     White       Divorced       1       1 Moderately differentiated
## 3012  60     White        Married       3       1     Poorly differentiated
## 3013  44     White        Married       2       1     Poorly differentiated
## 3014  47     White        Married       2       1 Moderately differentiated
## 3015  46     White        Married       3       3 Moderately differentiated
## 3016  60     White        Married       2       1 Moderately differentiated
## 3017  60     White        Married       1       1 Moderately differentiated
## 3018  61     White        Single        1       3 Moderately differentiated
## 3019  67     White      Separated       1       1 Moderately differentiated
## 3020  61     White        Widowed       3       1 Moderately differentiated
## 3021  43 Not White        Married       2       2     Poorly differentiated
## 3022  66     White        Single        2       2 Moderately differentiated
## 3023  51     White       Divorced       2       1       Well differentiated
## 3024  56     White       Divorced       2       1 Moderately differentiated
## 3025  67     White      Separated       1       1 Moderately differentiated
## 3026  51     White        Married       1       1 Moderately differentiated
## 3027  50     White        Married       3       2 Moderately differentiated
## 3028  52     White        Single        1       1     Poorly differentiated
## 3029  56     White        Single        1       1 Moderately differentiated
## 3030  61     White       Divorced       1       1 Moderately differentiated
## 3031  53 Not White        Married       2       3 Moderately differentiated
## 3032  63     White       Divorced       2       1       Well differentiated
## 3033  59     White        Widowed       2       2 Moderately differentiated
## 3034  65     White        Single        3       3 Moderately differentiated
## 3035  66 Not White        Married       2       1 Moderately differentiated
## 3036  57     White        Married       2       1 Moderately differentiated
## 3037  44 Not White        Married       2       1       Well differentiated
## 3038  61     White        Married       4       2       Well differentiated
## 3039  41     White        Married       1       1       Well differentiated
## 3040  40     White       Divorced       2       2     Poorly differentiated
## 3041  53     White        Married       2       2 Moderately differentiated
## 3042  51     White        Married       2       2 Moderately differentiated
## 3043  55     White        Married       2       1 Moderately differentiated
## 3044  50     White        Married       1       1 Moderately differentiated
## 3045  60     White        Married       1       1 Moderately differentiated
## 3046  55     White        Married       2       1 Moderately differentiated
## 3047  58     White        Married       1       1       Well differentiated
## 3048  41     White        Married       1       1 Moderately differentiated
## 3049  50 Not White        Single        1       2 Moderately differentiated
## 3050  59     White        Widowed       2       2     Poorly differentiated
## 3051  60     White        Married       1       1       Well differentiated
## 3052  48 Not White        Single        2       1 Moderately differentiated
## 3053  50 Not White        Single        2       2 Moderately differentiated
## 3054  67     White        Married       1       1 Moderately differentiated
## 3055  62     White        Married       2       1 Moderately differentiated
## 3056  65     White       Divorced       2       1       Well differentiated
## 3057  54     White       Divorced       1       1 Moderately differentiated
## 3058  61     White        Married       2       3 Moderately differentiated
## 3059  49     White        Married       2       1 Moderately differentiated
## 3060  54     White        Single        2       1 Moderately differentiated
## 3061  59     White        Married       2       1     Poorly differentiated
## 3062  48     White       Divorced       1       1     Poorly differentiated
## 3063  42 Not White        Married       3       1 Moderately differentiated
## 3064  64     White        Married       1       1 Moderately differentiated
## 3065  59     White        Married       1       1       Well differentiated
## 3066  53     White        Married       1       1     Poorly differentiated
## 3067  51 Not White        Married       2       1     Poorly differentiated
## 3068  34     White        Single        2       2     Poorly differentiated
## 3069  49     White       Divorced       2       3     Poorly differentiated
## 3070  56     White        Married       1       1 Moderately differentiated
## 3071  53     White        Married       2       1     Poorly differentiated
## 3072  59     White        Married       1       2 Moderately differentiated
## 3073  55     White        Single        1       1       Well differentiated
## 3074  43     White        Married       4       3          Undifferentiated
## 3075  69     White        Married       2       1 Moderately differentiated
## 3076  49     White      Separated       1       1 Moderately differentiated
## 3077  57     White        Married       1       1 Moderately differentiated
## 3078  48     White        Single        3       3     Poorly differentiated
## 3079  64     White        Married       1       1     Poorly differentiated
## 3080  59     White        Married       1       1 Moderately differentiated
## 3081  64     White        Married       2       2       Well differentiated
## 3082  43     White        Widowed       1       2 Moderately differentiated
## 3083  49 Not White      Separated       2       3       Well differentiated
## 3084  41     White        Single        2       3     Poorly differentiated
## 3085  58     White        Married       2       1       Well differentiated
## 3086  48     White        Married       1       2 Moderately differentiated
## 3087  40 Not White        Married       2       1       Well differentiated
## 3088  55     White       Divorced       1       1 Moderately differentiated
## 3089  47     White        Married       1       2 Moderately differentiated
## 3090  63     White        Married       2       2 Moderately differentiated
## 3091  63     White        Married       2       1     Poorly differentiated
## 3092  61     White        Married       2       1 Moderately differentiated
## 3093  46     White        Married       1       1 Moderately differentiated
## 3094  50     White        Married       2       1     Poorly differentiated
## 3095  65 Not White        Single        1       1       Well differentiated
## 3096  52     White        Married       1       2     Poorly differentiated
## 3097  56     White        Married       1       2     Poorly differentiated
## 3098  60 Not White        Widowed       1       3     Poorly differentiated
## 3099  46     White        Married       3       3 Moderately differentiated
## 3100  62     White        Single        3       1 Moderately differentiated
## 3101  61     White        Married       2       1 Moderately differentiated
## 3102  52     White        Married       3       1     Poorly differentiated
## 3103  49 Not White        Married       1       2     Poorly differentiated
## 3104  67     White       Divorced       1       1 Moderately differentiated
## 3105  50     White        Married       2       1       Well differentiated
## 3106  54     White       Divorced       2       2 Moderately differentiated
## 3107  69     White        Married       2       1 Moderately differentiated
## 3108  42     White        Married       1       1 Moderately differentiated
## 3109  61 Not White       Divorced       2       3     Poorly differentiated
## 3110  47 Not White       Divorced       1       1     Poorly differentiated
## 3111  40 Not White        Married       3       1     Poorly differentiated
## 3112  65     White        Single        2       1 Moderately differentiated
## 3113  52     White        Married       2       1       Well differentiated
## 3114  48     White       Divorced       2       1 Moderately differentiated
## 3115  64     White        Married       1       1     Poorly differentiated
## 3116  50     White        Married       2       2 Moderately differentiated
## 3117  69 Not White        Married       2       1     Poorly differentiated
## 3118  46     White        Married       1       1 Moderately differentiated
## 3119  61 Not White        Married       2       1 Moderately differentiated
## 3120  66     White        Single        2       3     Poorly differentiated
## 3121  65     White        Married       1       1 Moderately differentiated
## 3122  41     White        Married       2       2 Moderately differentiated
## 3123  50     White        Married       2       1 Moderately differentiated
## 3124  68     White        Married       1       1 Moderately differentiated
## 3125  49 Not White        Single        1       1 Moderately differentiated
## 3126  43     White        Single        2       2 Moderately differentiated
## 3127  50     White        Married       2       1 Moderately differentiated
## 3128  58     White        Widowed       3       1 Moderately differentiated
## 3129  60     White       Divorced       2       2     Poorly differentiated
## 3130  43     White        Married       2       1     Poorly differentiated
## 3131  43 Not White        Married       1       1     Poorly differentiated
## 3132  53     White        Single        2       1 Moderately differentiated
## 3133  42     White        Single        2       1     Poorly differentiated
## 3134  55     White        Married       3       1 Moderately differentiated
## 3135  43     White        Single        2       1     Poorly differentiated
## 3136  40     White      Separated       3       2     Poorly differentiated
## 3137  69     White        Married       1       1       Well differentiated
## 3138  49     White        Married       2       2 Moderately differentiated
## 3139  59     White        Married       2       1     Poorly differentiated
## 3140  60     White        Married       2       1 Moderately differentiated
## 3141  63     White       Divorced       1       1 Moderately differentiated
## 3142  50     White        Married       1       1     Poorly differentiated
## 3143  59     White        Married       1       1 Moderately differentiated
## 3144  56     White        Married       1       1 Moderately differentiated
## 3145  66     White       Divorced       2       1 Moderately differentiated
## 3146  61     White        Married       2       1     Poorly differentiated
## 3147  54     White        Married       2       1 Moderately differentiated
## 3148  51     White        Married       1       1 Moderately differentiated
## 3149  63     White        Married       1       1 Moderately differentiated
## 3150  40     White       Divorced       1       2     Poorly differentiated
## 3151  48 Not White        Single        2       1 Moderately differentiated
## 3152  49     White        Married       2       1     Poorly differentiated
## 3153  61     White        Widowed       1       1 Moderately differentiated
## 3154  60     White        Married       2       1 Moderately differentiated
## 3155  49     White        Married       2       1       Well differentiated
## 3156  52     White        Married       1       2 Moderately differentiated
## 3157  59     White        Single        1       3     Poorly differentiated
## 3158  57     White        Married       2       1     Poorly differentiated
## 3159  65     White        Married       1       1 Moderately differentiated
## 3160  58     White       Divorced       1       1       Well differentiated
## 3161  55     White        Married       3       2       Well differentiated
## 3162  63 Not White        Married       2       2       Well differentiated
## 3163  59     White        Married       2       3 Moderately differentiated
## 3164  57     White        Married       1       1 Moderately differentiated
## 3165  61     White        Married       1       1       Well differentiated
## 3166  56     White        Married       2       2     Poorly differentiated
## 3167  68     White        Married       2       2 Moderately differentiated
## 3168  62     White        Married       1       1 Moderately differentiated
## 3169  63     White        Single        1       1     Poorly differentiated
## 3170  61     White        Single        2       2 Moderately differentiated
## 3171  65 Not White        Married       2       1 Moderately differentiated
## 3172  63     White       Divorced       1       1 Moderately differentiated
## 3173  64     White       Divorced       2       3 Moderately differentiated
## 3174  68     White        Widowed       1       1 Moderately differentiated
## 3175  53     White        Married       2       1     Poorly differentiated
## 3176  67     White        Married       1       1 Moderately differentiated
## 3177  40     White        Married       1       1 Moderately differentiated
## 3178  49     White       Divorced       2       3     Poorly differentiated
## 3179  49     White        Married       2       1     Poorly differentiated
## 3180  53     White      Separated       2       2     Poorly differentiated
## 3181  66     White        Married       1       1 Moderately differentiated
## 3182  52     White        Married       2       2 Moderately differentiated
## 3183  43     White        Married       1       1 Moderately differentiated
## 3184  60     White        Married       3       1 Moderately differentiated
## 3185  40     White        Married       2       1 Moderately differentiated
## 3186  46     White        Single        2       1 Moderately differentiated
## 3187  62     White       Divorced       2       1 Moderately differentiated
## 3188  50     White        Married       2       1 Moderately differentiated
## 3189  66     White        Widowed       1       1       Well differentiated
## 3190  67     White        Married       1       1     Poorly differentiated
## 3191  52 Not White        Married       4       2 Moderately differentiated
## 3192  55     White        Single        1       1       Well differentiated
## 3193  68     White        Married       2       2     Poorly differentiated
## 3194  63     White        Married       2       2     Poorly differentiated
## 3195  59     White        Married       2       2 Moderately differentiated
## 3196  44     White       Divorced       2       1     Poorly differentiated
## 3197  63 Not White        Widowed       2       2     Poorly differentiated
## 3198  65     White        Married       2       2 Moderately differentiated
## 3199  55     White       Divorced       2       1 Moderately differentiated
## 3200  61     White       Divorced       3       1 Moderately differentiated
## 3201  59 Not White        Married       2       2     Poorly differentiated
## 3202  66 Not White        Widowed       2       1 Moderately differentiated
## 3203  60 Not White        Married       2       1     Poorly differentiated
## 3204  63     White        Married       1       1 Moderately differentiated
## 3205  49     White        Married       3       3     Poorly differentiated
## 3206  52     White        Married       1       1 Moderately differentiated
## 3207  33     White        Married       2       3     Poorly differentiated
## 3208  69     White        Married       2       1     Poorly differentiated
## 3209  51     White        Married       1       1       Well differentiated
## 3210  48     White        Married       1       1 Moderately differentiated
## 3211  47     White        Married       1       1     Poorly differentiated
## 3212  43 Not White        Single        3       1 Moderately differentiated
## 3213  54     White       Divorced       1       1          Undifferentiated
## 3214  46     White        Married       1       1     Poorly differentiated
## 3215  68     White        Married       2       1 Moderately differentiated
## 3216  62 Not White        Married       1       1 Moderately differentiated
## 3217  69     White        Married       1       2 Moderately differentiated
## 3218  59     White        Married       3       1 Moderately differentiated
## 3219  48     White        Married       2       2 Moderately differentiated
## 3220  61     White        Married       1       1       Well differentiated
## 3221  46     White        Married       3       2       Well differentiated
## 3222  51     White       Divorced       2       3     Poorly differentiated
## 3223  58     White        Married       2       1 Moderately differentiated
## 3224  49 Not White        Single        1       1     Poorly differentiated
## 3225  43     White        Married       1       1 Moderately differentiated
## 3226  54     White      Separated       2       3 Moderately differentiated
## 3227  46     White        Single        1       1     Poorly differentiated
## 3228  47     White       Divorced       2       1     Poorly differentiated
## 3229  58     White        Single        2       1 Moderately differentiated
## 3230  60 Not White        Widowed       1       1       Well differentiated
## 3231  38     White        Married       2       3     Poorly differentiated
## 3232  47     White        Married       3       1     Poorly differentiated
## 3233  58     White        Married       2       2 Moderately differentiated
## 3234  45 Not White        Married       1       1 Moderately differentiated
## 3235  46     White      Separated       2       2 Moderately differentiated
## 3236  42     White        Married       2       2     Poorly differentiated
## 3237  67     White        Married       1       1 Moderately differentiated
## 3238  64     White       Divorced       3       1     Poorly differentiated
## 3239  67     White        Widowed       1       1 Moderately differentiated
## 3240  50     White        Married       2       1 Moderately differentiated
## 3241  48 Not White        Married       1       1 Moderately differentiated
## 3242  57     White        Married       2       1 Moderately differentiated
## 3243  56     White        Married       1       1 Moderately differentiated
## 3244  62     White        Widowed       2       1       Well differentiated
## 3245  55     White        Married       2       3     Poorly differentiated
## 3246  58 Not White        Widowed       2       3     Poorly differentiated
## 3247  57     White        Single        3       1     Poorly differentiated
## 3248  65     White        Married       3       2 Moderately differentiated
## 3249  45     White        Married       1       1          Undifferentiated
## 3250  39     White        Married       2       1     Poorly differentiated
## 3251  56     White       Divorced       1       1 Moderately differentiated
## 3252  51     White        Married       2       1     Poorly differentiated
## 3253  66 Not White        Widowed       2       1 Moderately differentiated
## 3254  58     White        Married       4       2 Moderately differentiated
## 3255  57     White        Single        2       1 Moderately differentiated
## 3256  60     White        Married       1       1       Well differentiated
## 3257  48     White        Married       1       1       Well differentiated
## 3258  63     White        Married       3       2 Moderately differentiated
## 3259  42     White       Divorced       1       1       Well differentiated
## 3260  40     White        Married       3       2 Moderately differentiated
## 3261  67     White        Married       2       1 Moderately differentiated
## 3262  66     White        Married       1       1 Moderately differentiated
## 3263  42     White        Single        1       1       Well differentiated
## 3264  49     White        Married       1       1     Poorly differentiated
## 3265  53     White        Married       2       1       Well differentiated
## 3266  51     White        Married       2       3 Moderately differentiated
## 3267  48     White        Married       1       1 Moderately differentiated
## 3268  67     White        Married       2       3 Moderately differentiated
## 3269  50     White        Married       1       2 Moderately differentiated
## 3270  48     White        Married       2       1 Moderately differentiated
## 3271  37     White      Separated       1       1 Moderately differentiated
## 3272  55     White        Married       1       1       Well differentiated
## 3273  49     White        Married       2       2 Moderately differentiated
## 3274  63     White        Married       2       2 Moderately differentiated
## 3275  55     White        Married       1       2 Moderately differentiated
## 3276  64     White        Married       2       1 Moderately differentiated
## 3277  51     White        Married       1       1 Moderately differentiated
## 3278  47     White        Married       1       1     Poorly differentiated
## 3279  64     White        Married       2       2       Well differentiated
## 3280  42 Not White        Single        3       2 Moderately differentiated
## 3281  50     White        Married       1       1       Well differentiated
## 3282  41     White       Divorced       1       2 Moderately differentiated
## 3283  43     White        Married       2       1 Moderately differentiated
## 3284  56     White        Married       1       1 Moderately differentiated
## 3285  59 Not White        Married       2       3 Moderately differentiated
## 3286  68     White        Married       1       1 Moderately differentiated
## 3287  54     White        Married       2       2     Poorly differentiated
## 3288  53     White        Married       4       2     Poorly differentiated
## 3289  63     White        Married       2       1     Poorly differentiated
## 3290  58     White        Married       3       2 Moderately differentiated
## 3291  50     White        Married       1       2 Moderately differentiated
## 3292  49     White        Married       2       1 Moderately differentiated
## 3293  57     White       Divorced       2       1     Poorly differentiated
## 3294  56     White       Divorced       2       1 Moderately differentiated
## 3295  60     White        Married       2       2 Moderately differentiated
## 3296  63     White        Married       2       1 Moderately differentiated
## 3297  47 Not White        Married       2       2 Moderately differentiated
## 3298  50     White        Married       1       1       Well differentiated
## 3299  54     White        Married       2       1 Moderately differentiated
## 3300  53     White        Single        2       1 Moderately differentiated
## 3301  49 Not White        Married       1       1     Poorly differentiated
## 3302  46     White        Married       3       2 Moderately differentiated
## 3303  56     White        Single        2       1 Moderately differentiated
## 3304  68     White       Divorced       2       2     Poorly differentiated
## 3305  43     White        Married       1       1 Moderately differentiated
## 3306  46     White        Married       1       1 Moderately differentiated
## 3307  62     White        Married       3       1     Poorly differentiated
## 3308  66     White        Married       2       1 Moderately differentiated
## 3309  68     White        Married       1       1       Well differentiated
## 3310  54     White        Married       3       2 Moderately differentiated
## 3311  30 Not White        Married       2       1 Moderately differentiated
## 3312  62     White        Married       1       1 Moderately differentiated
## 3313  48 Not White        Married       1       2     Poorly differentiated
## 3314  65     White        Married       2       1 Moderately differentiated
## 3315  51     White        Married       4       1     Poorly differentiated
## 3316  65     White        Married       2       1     Poorly differentiated
## 3317  67     White        Single        2       2 Moderately differentiated
## 3318  42     White        Married       1       1     Poorly differentiated
## 3319  68     White        Married       3       1 Moderately differentiated
## 3320  32 Not White        Married       1       2 Moderately differentiated
## 3321  53     White        Widowed       2       2     Poorly differentiated
## 3322  49     White        Married       1       1     Poorly differentiated
## 3323  50 Not White        Married       2       1 Moderately differentiated
## 3324  55     White        Married       2       2 Moderately differentiated
## 3325  47     White        Married       1       3     Poorly differentiated
## 3326  67 Not White        Single        2       1 Moderately differentiated
## 3327  42     White        Married       2       3 Moderately differentiated
## 3328  60     White      Separated       2       1 Moderately differentiated
## 3329  62     White        Single        2       1 Moderately differentiated
## 3330  59     White        Married       2       1 Moderately differentiated
## 3331  67     White        Married       2       3       Well differentiated
## 3332  44     White        Single        2       1     Poorly differentiated
## 3333  49     White        Married       3       3     Poorly differentiated
## 3334  67     White        Widowed       2       3 Moderately differentiated
## 3335  67     White        Married       2       2 Moderately differentiated
## 3336  64     White        Married       2       3 Moderately differentiated
## 3337  43     White        Single        4       2 Moderately differentiated
## 3338  69     White       Divorced       1       1 Moderately differentiated
## 3339  55     White        Married       1       1 Moderately differentiated
## 3340  46     White        Single        2       1 Moderately differentiated
## 3341  47     White        Married       2       1 Moderately differentiated
## 3342  60     White        Married       1       1 Moderately differentiated
## 3343  47 Not White        Married       1       1     Poorly differentiated
## 3344  58     White        Widowed       1       1 Moderately differentiated
## 3345  66     White        Married       1       1       Well differentiated
## 3346  61     White        Married       2       1 Moderately differentiated
## 3347  33 Not White        Married       2       3 Moderately differentiated
## 3348  55     White        Single        1       1       Well differentiated
## 3349  41     White        Married       2       1       Well differentiated
## 3350  50 Not White        Single        2       1 Moderately differentiated
## 3351  63 Not White        Married       1       1 Moderately differentiated
## 3352  47     White        Married       2       2 Moderately differentiated
## 3353  57     White        Married       1       1     Poorly differentiated
## 3354  42     White        Widowed       1       1 Moderately differentiated
## 3355  33     White        Single        1       2 Moderately differentiated
## 3356  57     White        Married       1       1     Poorly differentiated
## 3357  56 Not White        Married       2       1 Moderately differentiated
## 3358  47     White       Divorced       1       1 Moderately differentiated
## 3359  63     White        Widowed       2       1       Well differentiated
## 3360  53     White        Single        2       1       Well differentiated
## 3361  42 Not White        Single        2       1     Poorly differentiated
## 3362  50     White        Married       2       1 Moderately differentiated
## 3363  44     White        Married       1       1     Poorly differentiated
## 3364  58 Not White       Divorced       1       1 Moderately differentiated
## 3365  65     White        Married       1       1     Poorly differentiated
## 3366  44     White        Married       1       3 Moderately differentiated
## 3367  59     White        Married       1       3     Poorly differentiated
## 3368  57     White       Divorced       1       1 Moderately differentiated
## 3369  57     White        Married       2       2 Moderately differentiated
## 3370  53 Not White        Single        1       1 Moderately differentiated
## 3371  44 Not White        Married       2       1 Moderately differentiated
## 3372  46     White        Married       3       1 Moderately differentiated
## 3373  59     White        Married       2       1 Moderately differentiated
## 3374  62     White        Single        1       1 Moderately differentiated
## 3375  48     White        Married       3       3 Moderately differentiated
## 3376  44     White       Divorced       1       3     Poorly differentiated
## 3377  62     White        Married       2       1 Moderately differentiated
## 3378  65     White       Divorced       2       1 Moderately differentiated
## 3379  58     White        Married       2       1     Poorly differentiated
## 3380  47     White        Married       1       1       Well differentiated
## 3381  42     White        Married       1       1       Well differentiated
## 3382  49     White        Married       2       1 Moderately differentiated
## 3383  57     White        Married       2       1 Moderately differentiated
## 3384  44     White        Married       2       1 Moderately differentiated
## 3385  66     White        Married       2       1 Moderately differentiated
## 3386  53     White        Married       1       1     Poorly differentiated
## 3387  45 Not White        Single        2       1     Poorly differentiated
## 3388  47     White        Married       2       3 Moderately differentiated
## 3389  49     White        Married       2       1 Moderately differentiated
## 3390  47     White       Divorced       2       1     Poorly differentiated
## 3391  49     White        Married       1       2 Moderately differentiated
## 3392  57     White        Married       1       1 Moderately differentiated
## 3393  59     White        Married       3       3 Moderately differentiated
## 3394  61 Not White        Married       2       3 Moderately differentiated
## 3395  58     White        Single        4       2     Poorly differentiated
## 3396  48 Not White        Married       1       1       Well differentiated
## 3397  48     White        Married       1       1 Moderately differentiated
## 3398  50 Not White        Married       2       1       Well differentiated
## 3399  48     White        Single        2       2 Moderately differentiated
## 3400  67     White        Married       3       2 Moderately differentiated
## 3401  51     White        Married       1       1 Moderately differentiated
## 3402  50     White        Single        2       3     Poorly differentiated
## 3403  69     White        Married       1       1 Moderately differentiated
## 3404  63     White        Married       1       3 Moderately differentiated
## 3405  52     White        Single        2       2 Moderately differentiated
## 3406  57     White        Married       1       1 Moderately differentiated
## 3407  46     White        Married       1       1 Moderately differentiated
## 3408  63     White        Married       2       1 Moderately differentiated
## 3409  68     White        Widowed       1       1 Moderately differentiated
## 3410  62     White        Widowed       2       1 Moderately differentiated
## 3411  38     White        Married       2       2 Moderately differentiated
## 3412  58     White        Married       1       1 Moderately differentiated
## 3413  48 Not White        Married       2       1 Moderately differentiated
## 3414  49 Not White        Single        2       1 Moderately differentiated
## 3415  41     White        Married       2       1 Moderately differentiated
## 3416  62     White        Married       2       1     Poorly differentiated
## 3417  46     White        Married       2       1 Moderately differentiated
## 3418  66     White       Divorced       1       1 Moderately differentiated
## 3419  47     White        Married       2       2 Moderately differentiated
## 3420  51     White        Married       2       1 Moderately differentiated
## 3421  53     White        Married       2       1 Moderately differentiated
## 3422  65     White        Married       1       1 Moderately differentiated
## 3423  53     White        Married       1       1       Well differentiated
## 3424  57     White       Divorced       2       1 Moderately differentiated
## 3425  53     White        Married       1       1     Poorly differentiated
## 3426  49     White        Married       2       2     Poorly differentiated
## 3427  67     White        Married       2       1 Moderately differentiated
## 3428  51     White        Married       1       1 Moderately differentiated
## 3429  55     White       Divorced       1       1     Poorly differentiated
## 3430  55     White        Married       2       2 Moderately differentiated
## 3431  59 Not White        Married       2       1 Moderately differentiated
## 3432  65     White        Married       2       2 Moderately differentiated
## 3433  42 Not White       Divorced       2       1 Moderately differentiated
## 3434  50     White        Married       2       1 Moderately differentiated
## 3435  52     White        Married       3       1       Well differentiated
## 3436  59     White        Married       1       1 Moderately differentiated
## 3437  55     White        Married       2       1       Well differentiated
## 3438  46     White        Married       2       1     Poorly differentiated
## 3439  51     White        Single        2       2     Poorly differentiated
## 3440  47     White        Married       4       2     Poorly differentiated
## 3441  62     White        Married       1       1 Moderately differentiated
## 3442  56 Not White       Divorced       2       1 Moderately differentiated
## 3443  63     White        Married       2       2     Poorly differentiated
## 3444  48     White        Married       2       1     Poorly differentiated
## 3445  59     White        Married       1       1       Well differentiated
## 3446  67     White        Married       4       1 Moderately differentiated
## 3447  35 Not White        Married       2       3 Moderately differentiated
## 3448  55     White        Single        1       1     Poorly differentiated
## 3449  59 Not White        Married       2       2 Moderately differentiated
## 3450  61     White        Married       2       2       Well differentiated
## 3451  48     White        Married       2       1     Poorly differentiated
## 3452  66     White        Married       1       1 Moderately differentiated
## 3453  49 Not White        Married       2       2     Poorly differentiated
## 3454  58     White        Widowed       2       1 Moderately differentiated
## 3455  58     White        Single        3       2     Poorly differentiated
## 3456  55 Not White        Single        2       2 Moderately differentiated
## 3457  57 Not White        Widowed       2       2     Poorly differentiated
## 3458  60     White        Widowed       2       1 Moderately differentiated
## 3459  54 Not White        Widowed       1       3 Moderately differentiated
## 3460  35 Not White        Married       2       2     Poorly differentiated
## 3461  69     White        Widowed       2       3     Poorly differentiated
## 3462  55     White        Married       1       1 Moderately differentiated
## 3463  63     White       Divorced       2       1 Moderately differentiated
## 3464  52     White       Divorced       2       2 Moderately differentiated
## 3465  49     White        Married       2       2     Poorly differentiated
## 3466  68 Not White        Married       1       1 Moderately differentiated
## 3467  48     White        Married       1       1       Well differentiated
## 3468  61     White        Married       2       1     Poorly differentiated
## 3469  68     White        Married       1       1 Moderately differentiated
## 3470  43     White        Married       2       1 Moderately differentiated
## 3471  62     White        Single        2       1 Moderately differentiated
## 3472  57     White       Divorced       2       1 Moderately differentiated
## 3473  65     White        Married       2       1       Well differentiated
## 3474  66     White        Single        1       1       Well differentiated
## 3475  58 Not White        Widowed       1       2 Moderately differentiated
## 3476  49     White       Divorced       2       1     Poorly differentiated
## 3477  62     White        Widowed       3       3     Poorly differentiated
## 3478  54     White        Single        2       1 Moderately differentiated
## 3479  47     White        Married       1       1     Poorly differentiated
## 3480  46 Not White        Married       2       1       Well differentiated
## 3481  52 Not White        Married       1       1       Well differentiated
## 3482  51     White        Married       3       2 Moderately differentiated
## 3483  60     White        Married       2       1 Moderately differentiated
## 3484  59     White        Married       1       1 Moderately differentiated
## 3485  64     White        Married       1       1 Moderately differentiated
## 3486  46     White        Married       1       1       Well differentiated
## 3487  59     White        Married       1       1 Moderately differentiated
## 3488  56     White        Married       1       1 Moderately differentiated
## 3489  68 Not White        Married       1       2 Moderately differentiated
## 3490  65     White        Married       1       1 Moderately differentiated
## 3491  53     White        Married       2       1 Moderately differentiated
## 3492  66     White        Married       1       2     Poorly differentiated
## 3493  41     White        Married       2       1 Moderately differentiated
## 3494  53     White       Divorced       1       2 Moderately differentiated
## 3495  63 Not White        Married       2       2 Moderately differentiated
## 3496  65     White        Married       2       1       Well differentiated
## 3497  50     White        Married       1       1       Well differentiated
## 3498  62 Not White        Married       2       3 Moderately differentiated
## 3499  52     White        Married       1       2 Moderately differentiated
## 3500  65     White       Divorced       1       1 Moderately differentiated
## 3501  43     White        Married       3       2     Poorly differentiated
## 3502  63     White        Married       2       2 Moderately differentiated
## 3503  64     White        Married       1       1     Poorly differentiated
## 3504  69     White       Divorced       3       1     Poorly differentiated
## 3505  65     White        Married       2       2 Moderately differentiated
## 3506  43     White        Married       2       2 Moderately differentiated
## 3507  66     White       Divorced       1       1 Moderately differentiated
## 3508  48 Not White        Married       2       1     Poorly differentiated
## 3509  57     White       Divorced       2       1       Well differentiated
## 3510  60     White       Divorced       3       2 Moderately differentiated
## 3511  59     White        Married       2       1     Poorly differentiated
## 3512  59     White        Single        3       1     Poorly differentiated
## 3513  44     White        Married       2       1     Poorly differentiated
## 3514  54     White        Married       2       2 Moderately differentiated
## 3515  55     White        Single        1       2 Moderately differentiated
## 3516  62     White        Married       4       3 Moderately differentiated
## 3517  65     White        Widowed       1       1       Well differentiated
## 3518  55     White       Divorced       2       1     Poorly differentiated
## 3519  63     White        Widowed       2       1       Well differentiated
## 3520  41     White        Single        2       2     Poorly differentiated
## 3521  58     White        Married       2       3 Moderately differentiated
## 3522  68     White        Married       2       1 Moderately differentiated
## 3523  54     White        Married       1       2 Moderately differentiated
## 3524  43     White        Married       1       1 Moderately differentiated
## 3525  40     White       Divorced       3       2 Moderately differentiated
## 3526  62     White       Divorced       2       1       Well differentiated
## 3527  49     White        Married       2       1          Undifferentiated
## 3528  54     White      Separated       1       2       Well differentiated
## 3529  66     White        Widowed       1       1       Well differentiated
## 3530  47     White        Married       2       1 Moderately differentiated
## 3531  52     White        Married       2       1 Moderately differentiated
## 3532  56     White        Single        1       1 Moderately differentiated
## 3533  50     White        Married       2       1 Moderately differentiated
## 3534  57     White        Married       2       1     Poorly differentiated
## 3535  45     White        Married       2       1 Moderately differentiated
## 3536  69     White        Married       2       2 Moderately differentiated
## 3537  41 Not White        Single        2       3 Moderately differentiated
## 3538  55     White        Widowed       1       1       Well differentiated
## 3539  59     White       Divorced       2       3     Poorly differentiated
## 3540  67     White        Married       1       3 Moderately differentiated
## 3541  53     White        Married       2       1       Well differentiated
## 3542  61     White        Married       1       1 Moderately differentiated
## 3543  45     White        Married       2       1 Moderately differentiated
## 3544  61     White        Married       2       2 Moderately differentiated
## 3545  69     White       Divorced       2       2 Moderately differentiated
## 3546  43     White        Married       1       1 Moderately differentiated
## 3547  61 Not White        Married       1       1 Moderately differentiated
## 3548  51 Not White        Single        2       1     Poorly differentiated
## 3549  61     White        Married       1       2     Poorly differentiated
## 3550  57     White       Divorced       1       1 Moderately differentiated
## 3551  58 Not White        Married       2       1     Poorly differentiated
## 3552  52     White        Single        3       1 Moderately differentiated
## 3553  43     White        Married       1       1 Moderately differentiated
## 3554  63     White        Widowed       1       1 Moderately differentiated
## 3555  65     White        Single        4       3     Poorly differentiated
## 3556  35     White        Married       1       1     Poorly differentiated
## 3557  51     White        Married       1       1 Moderately differentiated
## 3558  50     White        Married       2       1 Moderately differentiated
## 3559  50     White        Married       1       1       Well differentiated
## 3560  51     White        Single        1       1 Moderately differentiated
## 3561  68     White        Married       1       1     Poorly differentiated
## 3562  51 Not White        Married       1       1 Moderately differentiated
## 3563  38     White        Married       1       3     Poorly differentiated
## 3564  54     White        Married       2       1 Moderately differentiated
## 3565  51     White        Married       1       1 Moderately differentiated
## 3566  69     White        Married       3       2 Moderately differentiated
## 3567  62     White        Married       1       2     Poorly differentiated
## 3568  52     White        Married       2       2     Poorly differentiated
## 3569  59     White        Married       2       2 Moderately differentiated
## 3570  61 Not White       Divorced       2       3 Moderately differentiated
## 3571  43     White        Single        2       1 Moderately differentiated
## 3572  61     White       Divorced       1       1 Moderately differentiated
## 3573  68     White        Married       1       1 Moderately differentiated
## 3574  50     White        Married       2       1 Moderately differentiated
## 3575  60     White        Single        3       2 Moderately differentiated
## 3576  47     White        Married       3       1     Poorly differentiated
## 3577  60     White        Married       1       1     Poorly differentiated
## 3578  60     White        Married       1       1 Moderately differentiated
## 3579  47     White       Divorced       3       2 Moderately differentiated
## 3580  65 Not White        Single        1       1 Moderately differentiated
## 3581  64 Not White        Widowed       2       1     Poorly differentiated
## 3582  45 Not White        Married       3       1 Moderately differentiated
## 3583  57     White        Married       4       3     Poorly differentiated
## 3584  47     White        Single        1       1 Moderately differentiated
## 3585  65     White       Divorced       2       1 Moderately differentiated
## 3586  60     White        Married       2       1 Moderately differentiated
## 3587  59     White       Divorced       2       1 Moderately differentiated
## 3588  41     White        Married       2       1     Poorly differentiated
## 3589  50     White        Single        2       2     Poorly differentiated
## 3590  64 Not White        Married       1       1     Poorly differentiated
## 3591  59     White        Married       3       2 Moderately differentiated
## 3592  58     White       Divorced       4       2     Poorly differentiated
## 3593  46 Not White        Married       2       1 Moderately differentiated
## 3594  69     White        Widowed       1       1     Poorly differentiated
## 3595  60     White       Divorced       3       2     Poorly differentiated
## 3596  69     White        Widowed       2       1 Moderately differentiated
## 3597  54     White        Married       2       1       Well differentiated
## 3598  47     White        Married       2       1 Moderately differentiated
## 3599  46     White        Married       1       1 Moderately differentiated
## 3600  47     White       Divorced       2       1       Well differentiated
## 3601  61     White       Divorced       2       1     Poorly differentiated
## 3602  55     White        Married       2       3     Poorly differentiated
## 3603  49     White        Married       2       1 Moderately differentiated
## 3604  49     White        Married       1       1       Well differentiated
## 3605  51     White        Widowed       2       3 Moderately differentiated
## 3606  47 Not White        Married       2       2 Moderately differentiated
## 3607  68     White        Single        1       1 Moderately differentiated
## 3608  58     White       Divorced       1       1 Moderately differentiated
## 3609  56 Not White        Married       1       3 Moderately differentiated
## 3610  59     White       Divorced       2       1 Moderately differentiated
## 3611  51     White        Single        1       1 Moderately differentiated
## 3612  51     White        Married       1       1       Well differentiated
## 3613  37 Not White        Single        1       1     Poorly differentiated
## 3614  67     White        Single        1       2 Moderately differentiated
## 3615  44 Not White        Married       2       1 Moderately differentiated
## 3616  68     White       Divorced       1       1 Moderately differentiated
## 3617  57     White        Married       3       3 Moderately differentiated
## 3618  66     White        Married       1       1       Well differentiated
## 3619  65     White       Divorced       2       1 Moderately differentiated
## 3620  52     White        Married       2       2 Moderately differentiated
## 3621  47     White        Married       3       3 Moderately differentiated
## 3622  43     White        Single        2       2 Moderately differentiated
## 3623  53     White        Married       1       1 Moderately differentiated
## 3624  56 Not White        Single        2       2     Poorly differentiated
## 3625  49     White        Married       2       1 Moderately differentiated
## 3626  46     White        Married       1       1       Well differentiated
## 3627  41     White        Married       1       1 Moderately differentiated
## 3628  38 Not White        Single        3       1 Moderately differentiated
## 3629  54 Not White        Married       2       1     Poorly differentiated
## 3630  58     White       Divorced       2       1 Moderately differentiated
## 3631  54     White        Married       3       2     Poorly differentiated
## 3632  44     White        Married       2       1     Poorly differentiated
## 3633  59     White        Married       2       2 Moderately differentiated
## 3634  63     White        Married       2       1 Moderately differentiated
## 3635  57     White       Divorced       1       1 Moderately differentiated
## 3636  49     White       Divorced       2       1       Well differentiated
## 3637  56     White       Divorced       1       2 Moderately differentiated
## 3638  41     White        Married       2       3     Poorly differentiated
## 3639  55     White        Married       2       1       Well differentiated
## 3640  58     White        Married       1       1 Moderately differentiated
## 3641  64     White        Married       3       1 Moderately differentiated
## 3642  44     White        Married       3       1       Well differentiated
## 3643  51     White        Widowed       2       1       Well differentiated
## 3644  67 Not White        Single        1       1     Poorly differentiated
## 3645  57     White        Married       1       1 Moderately differentiated
## 3646  54     White        Married       2       1 Moderately differentiated
## 3647  55     White        Single        4       3 Moderately differentiated
## 3648  61     White        Married       2       1       Well differentiated
## 3649  39     White        Married       2       1 Moderately differentiated
## 3650  57 Not White        Married       3       1 Moderately differentiated
## 3651  50     White        Single        2       1     Poorly differentiated
## 3652  56 Not White        Married       2       1     Poorly differentiated
## 3653  42     White        Married       1       2 Moderately differentiated
## 3654  51     White        Married       3       2 Moderately differentiated
## 3655  46     White        Single        2       1     Poorly differentiated
## 3656  42     White        Married       2       1 Moderately differentiated
## 3657  38 Not White        Married       1       1     Poorly differentiated
## 3658  45     White        Married       1       1     Poorly differentiated
## 3659  56 Not White        Married       2       2 Moderately differentiated
## 3660  46     White        Married       3       2       Well differentiated
## 3661  61     White        Married       2       2 Moderately differentiated
## 3662  46 Not White        Married       3       1       Well differentiated
## 3663  48     White        Married       1       1 Moderately differentiated
## 3664  60     White        Married       1       3       Well differentiated
## 3665  66     White        Married       2       1 Moderately differentiated
## 3666  49 Not White        Married       1       1       Well differentiated
## 3667  46     White        Married       1       1 Moderately differentiated
## 3668  39     White        Single        1       1 Moderately differentiated
## 3669  61     White        Married       2       1 Moderately differentiated
## 3670  46     White        Married       2       2     Poorly differentiated
## 3671  52     White        Married       1       2 Moderately differentiated
## 3672  60 Not White        Single        4       1 Moderately differentiated
## 3673  42     White        Married       1       1       Well differentiated
## 3674  47     White        Married       3       1     Poorly differentiated
## 3675  42     White        Married       2       1 Moderately differentiated
## 3676  43     White        Married       2       1 Moderately differentiated
## 3677  63     White        Married       1       1 Moderately differentiated
## 3678  55     White        Married       1       3 Moderately differentiated
## 3679  52     White        Married       2       3     Poorly differentiated
## 3680  40     White        Married       1       2 Moderately differentiated
## 3681  38 Not White        Married       1       1 Moderately differentiated
## 3682  33 Not White        Single        2       2     Poorly differentiated
## 3683  59     White        Married       2       2       Well differentiated
## 3684  63     White        Married       2       2 Moderately differentiated
## 3685  44     White        Single        2       1       Well differentiated
## 3686  58     White        Married       1       1 Moderately differentiated
## 3687  69 Not White       Divorced       1       3 Moderately differentiated
## 3688  57     White        Married       2       1 Moderately differentiated
## 3689  50     White        Single        2       2 Moderately differentiated
## 3690  36     White        Single        2       1 Moderately differentiated
## 3691  37     White        Single        2       1 Moderately differentiated
## 3692  63 Not White        Single        2       2 Moderately differentiated
## 3693  45     White        Single        2       1 Moderately differentiated
## 3694  42     White        Married       2       2 Moderately differentiated
## 3695  40     White        Married       2       1 Moderately differentiated
## 3696  45     White        Married       1       1 Moderately differentiated
## 3697  54     White        Single        1       1 Moderately differentiated
## 3698  55     White        Widowed       1       1     Poorly differentiated
## 3699  47 Not White      Separated       2       2 Moderately differentiated
## 3700  51     White       Divorced       2       3     Poorly differentiated
## 3701  63     White        Married       1       1 Moderately differentiated
## 3702  65     White        Single        2       2       Well differentiated
## 3703  34     White        Single        2       2 Moderately differentiated
## 3704  47     White        Married       2       2     Poorly differentiated
## 3705  69     White        Married       2       2     Poorly differentiated
## 3706  66     White        Married       2       1 Moderately differentiated
## 3707  41     White        Married       2       2 Moderately differentiated
## 3708  58 Not White        Married       3       2 Moderately differentiated
## 3709  64     White        Widowed       2       3     Poorly differentiated
## 3710  53     White        Married       1       1 Moderately differentiated
## 3711  43 Not White        Married       1       1 Moderately differentiated
## 3712  31 Not White        Single        2       2     Poorly differentiated
## 3713  43 Not White        Married       2       1 Moderately differentiated
## 3714  54     White        Single        4       1 Moderately differentiated
## 3715  60     White       Divorced       2       2 Moderately differentiated
## 3716  59     White        Widowed       2       2 Moderately differentiated
## 3717  47     White        Single        2       1     Poorly differentiated
## 3718  41 Not White        Single        2       1     Poorly differentiated
## 3719  69     White        Widowed       1       1       Well differentiated
## 3720  48     White       Divorced       1       1 Moderately differentiated
## 3721  40 Not White        Single        2       1     Poorly differentiated
## 3722  68 Not White       Divorced       2       3     Poorly differentiated
## 3723  56 Not White        Married       1       3     Poorly differentiated
## 3724  46     White        Married       1       1 Moderately differentiated
## 3725  59     White       Divorced       2       3       Well differentiated
## 3726  46 Not White        Married       2       1 Moderately differentiated
## 3727  46     White       Divorced       3       3 Moderately differentiated
## 3728  57     White        Single        3       2     Poorly differentiated
## 3729  51     White        Single        2       2 Moderately differentiated
## 3730  55     White        Married       1       2     Poorly differentiated
## 3731  53     White        Married       2       2 Moderately differentiated
## 3732  64 Not White        Single        2       1       Well differentiated
## 3733  68     White        Married       2       1     Poorly differentiated
## 3734  51     White        Married       3       1 Moderately differentiated
## 3735  36     White       Divorced       3       3     Poorly differentiated
## 3736  68     White        Single        2       1     Poorly differentiated
## 3737  47 Not White        Single        2       1     Poorly differentiated
## 3738  40 Not White        Married       3       1 Moderately differentiated
## 3739  65     White        Married       1       1 Moderately differentiated
## 3740  64     White        Married       3       1 Moderately differentiated
## 3741  52     White        Married       2       1       Well differentiated
## 3742  41 Not White        Married       2       3     Poorly differentiated
## 3743  66     White        Married       2       1     Poorly differentiated
## 3744  69     White        Widowed       1       1       Well differentiated
## 3745  56     White        Married       1       1 Moderately differentiated
## 3746  54     White      Separated       4       3     Poorly differentiated
## 3747  60     White        Married       2       2 Moderately differentiated
## 3748  49     White        Married       2       3 Moderately differentiated
## 3749  60     White       Divorced       1       1       Well differentiated
## 3750  65     White        Married       1       1       Well differentiated
## 3751  55     White        Married       1       1 Moderately differentiated
## 3752  54     White        Married       2       1 Moderately differentiated
## 3753  60 Not White        Married       3       1 Moderately differentiated
## 3754  46     White        Married       1       1 Moderately differentiated
## 3755  62     White        Single        3       2 Moderately differentiated
## 3756  49     White        Married       2       1     Poorly differentiated
## 3757  52     White        Married       1       2     Poorly differentiated
## 3758  46     White        Single        2       1 Moderately differentiated
## 3759  57     White        Married       2       2     Poorly differentiated
## 3760  50     White        Single        1       1       Well differentiated
## 3761  68     White        Married       1       3 Moderately differentiated
## 3762  50     White        Married       2       2     Poorly differentiated
## 3763  50     White        Married       2       1       Well differentiated
## 3764  48 Not White        Single        1       2       Well differentiated
## 3765  48     White        Married       1       2 Moderately differentiated
## 3766  63     White        Married       2       3     Poorly differentiated
## 3767  67     White        Single        2       1       Well differentiated
## 3768  56     White        Married       1       2 Moderately differentiated
## 3769  47     White        Single        1       1       Well differentiated
## 3770  55     White        Married       2       2 Moderately differentiated
## 3771  40     White        Single        3       2 Moderately differentiated
## 3772  69     White        Married       2       3 Moderately differentiated
## 3773  41 Not White        Married       1       1     Poorly differentiated
## 3774  41     White        Married       2       1 Moderately differentiated
## 3775  49     White       Divorced       2       1 Moderately differentiated
## 3776  69     White       Divorced       4       2 Moderately differentiated
## 3777  54     White        Married       2       2       Well differentiated
## 3778  52     White        Married       1       1       Well differentiated
## 3779  54     White        Married       2       1 Moderately differentiated
## 3780  57     White        Married       2       1       Well differentiated
## 3781  42     White        Married       2       1 Moderately differentiated
## 3782  37     White        Married       1       1 Moderately differentiated
## 3783  45     White        Married       1       1     Poorly differentiated
## 3784  56     White        Married       1       1 Moderately differentiated
## 3785  54     White        Married       3       1 Moderately differentiated
## 3786  55     White        Married       2       1 Moderately differentiated
## 3787  57     White        Married       1       1 Moderately differentiated
## 3788  51     White        Married       1       1 Moderately differentiated
## 3789  48     White        Single        2       1 Moderately differentiated
## 3790  58     White        Married       1       2     Poorly differentiated
## 3791  57     White        Married       2       1     Poorly differentiated
## 3792  62     White        Married       1       1     Poorly differentiated
## 3793  55     White        Single        2       3 Moderately differentiated
## 3794  60     White       Divorced       2       1     Poorly differentiated
## 3795  65     White        Single        1       1 Moderately differentiated
## 3796  66     White        Married       1       1 Moderately differentiated
## 3797  60     White        Married       2       2 Moderately differentiated
## 3798  58     White        Married       1       1 Moderately differentiated
## 3799  66 Not White        Single        2       2 Moderately differentiated
## 3800  66     White        Married       2       1 Moderately differentiated
## 3801  69     White        Married       2       1 Moderately differentiated
## 3802  49     White        Single        1       1 Moderately differentiated
## 3803  67     White        Married       1       2       Well differentiated
## 3804  53     White      Separated       1       1 Moderately differentiated
## 3805  39     White        Single        2       1 Moderately differentiated
## 3806  56     White        Married       3       1 Moderately differentiated
## 3807  62     White        Married       1       1 Moderately differentiated
## 3808  47     White        Single        1       1     Poorly differentiated
## 3809  37     White        Married       2       1     Poorly differentiated
## 3810  56     White       Divorced       4       1 Moderately differentiated
## 3811  53 Not White        Single        1       1 Moderately differentiated
## 3812  53 Not White        Married       2       1     Poorly differentiated
## 3813  48     White        Married       3       3     Poorly differentiated
## 3814  54 Not White        Married       2       1 Moderately differentiated
## 3815  41     White        Married       1       1 Moderately differentiated
## 3816  32 Not White        Married       1       1 Moderately differentiated
## 3817  44     White        Single        2       1 Moderately differentiated
## 3818  46     White        Single        2       1     Poorly differentiated
## 3819  47     White        Married       2       1 Moderately differentiated
## 3820  58     White        Married       2       1 Moderately differentiated
## 3821  63     White        Married       1       1 Moderately differentiated
## 3822  67     White        Widowed       3       1     Poorly differentiated
## 3823  55 Not White        Married       2       3 Moderately differentiated
## 3824  51 Not White        Married       1       2 Moderately differentiated
## 3825  44     White        Married       2       1 Moderately differentiated
## 3826  51     White        Single        2       2     Poorly differentiated
## 3827  63     White       Divorced       1       1       Well differentiated
## 3828  66     White       Divorced       3       3 Moderately differentiated
## 3829  45 Not White        Single        2       1     Poorly differentiated
## 3830  63     White        Single        3       2 Moderately differentiated
## 3831  60     White        Married       2       2 Moderately differentiated
## 3832  50     White       Divorced       2       1       Well differentiated
## 3833  67     White        Married       1       1       Well differentiated
## 3834  56     White        Married       2       1 Moderately differentiated
## 3835  52     White        Single        2       2 Moderately differentiated
## 3836  53     White        Married       3       1 Moderately differentiated
## 3837  57     White        Married       2       3     Poorly differentiated
## 3838  65     White        Married       1       1 Moderately differentiated
## 3839  66     White        Married       4       3 Moderately differentiated
## 3840  47     White        Married       3       3 Moderately differentiated
## 3841  44     White        Widowed       3       3       Well differentiated
## 3842  62     White        Married       1       2     Poorly differentiated
## 3843  50 Not White        Married       1       1     Poorly differentiated
## 3844  68     White        Married       1       1 Moderately differentiated
## 3845  47     White        Single        1       1       Well differentiated
## 3846  52     White        Single        4       2 Moderately differentiated
## 3847  69     White        Married       2       1       Well differentiated
## 3848  61     White        Married       2       1 Moderately differentiated
## 3849  54     White       Divorced       1       1       Well differentiated
## 3850  37     White        Single        3       1 Moderately differentiated
## 3851  58     White        Single        2       1     Poorly differentiated
## 3852  58     White        Married       2       1 Moderately differentiated
## 3853  40 Not White        Married       1       3     Poorly differentiated
## 3854  66     White        Married       2       1     Poorly differentiated
## 3855  69     White        Married       1       2       Well differentiated
## 3856  47 Not White        Married       2       1     Poorly differentiated
## 3857  44     White        Married       3       2     Poorly differentiated
## 3858  61     White       Divorced       2       1     Poorly differentiated
## 3859  42 Not White      Separated       2       1     Poorly differentiated
## 3860  34     White        Married       1       1     Poorly differentiated
## 3861  59     White        Married       1       2 Moderately differentiated
## 3862  55     White        Single        2       2 Moderately differentiated
## 3863  59     White       Divorced       1       2 Moderately differentiated
## 3864  51     White        Married       1       1 Moderately differentiated
## 3865  49     White        Married       2       1     Poorly differentiated
## 3866  68     White        Married       1       1 Moderately differentiated
## 3867  62     White        Married       2       1 Moderately differentiated
## 3868  56 Not White       Divorced       1       1       Well differentiated
## 3869  64     White        Married       2       3 Moderately differentiated
## 3870  44     White       Divorced       1       1 Moderately differentiated
## 3871  45     White        Married       2       1     Poorly differentiated
## 3872  35     White        Married       3       3     Poorly differentiated
## 3873  56     White        Married       3       2 Moderately differentiated
## 3874  50     White        Married       1       1 Moderately differentiated
## 3875  45     White        Married       2       1     Poorly differentiated
## 3876  61     White        Married       2       2     Poorly differentiated
## 3877  57     White        Single        1       1       Well differentiated
## 3878  50     White        Married       2       1     Poorly differentiated
## 3879  43     White       Divorced       2       1 Moderately differentiated
## 3880  60     White        Married       1       1 Moderately differentiated
## 3881  69     White        Widowed       1       3 Moderately differentiated
## 3882  40     White        Married       2       1 Moderately differentiated
## 3883  69     White        Widowed       2       3       Well differentiated
## 3884  62     White        Married       1       1 Moderately differentiated
## 3885  59     White        Married       2       1     Poorly differentiated
## 3886  36     White        Married       2       1     Poorly differentiated
## 3887  54     White        Married       2       1 Moderately differentiated
## 3888  59     White        Married       2       3     Poorly differentiated
## 3889  65     White       Divorced       3       1     Poorly differentiated
## 3890  39 Not White        Single        2       1     Poorly differentiated
## 3891  65 Not White        Widowed       1       1 Moderately differentiated
## 3892  54     White        Single        1       1 Moderately differentiated
## 3893  59     White        Married       2       1 Moderately differentiated
## 3894  52     White        Married       3       3 Moderately differentiated
## 3895  50     White        Married       2       2     Poorly differentiated
## 3896  62 Not White        Married       2       2 Moderately differentiated
## 3897  58     White        Married       4       2 Moderately differentiated
## 3898  53     White        Married       2       2 Moderately differentiated
## 3899  57     White        Married       1       3 Moderately differentiated
## 3900  59     White       Divorced       1       1       Well differentiated
## 3901  55     White        Married       1       1 Moderately differentiated
## 3902  49     White        Single        2       2 Moderately differentiated
## 3903  49     White        Married       3       1 Moderately differentiated
## 3904  54     White        Married       2       1     Poorly differentiated
## 3905  53     White        Single        1       2 Moderately differentiated
## 3906  58     White        Married       1       1 Moderately differentiated
## 3907  62 Not White        Widowed       2       2 Moderately differentiated
## 3908  67     White        Married       1       2       Well differentiated
## 3909  61     White       Divorced       3       2 Moderately differentiated
## 3910  47     White        Married       3       1     Poorly differentiated
## 3911  48     White        Single        3       3       Well differentiated
## 3912  60     White        Married       2       1 Moderately differentiated
## 3913  62     White        Married       2       2 Moderately differentiated
## 3914  50     White        Single        2       1 Moderately differentiated
## 3915  51     White        Married       2       2 Moderately differentiated
## 3916  57     White        Married       1       3 Moderately differentiated
## 3917  64     White        Married       1       2 Moderately differentiated
## 3918  64     White        Widowed       2       2     Poorly differentiated
## 3919  62     White        Single        1       1 Moderately differentiated
## 3920  49     White        Married       2       3     Poorly differentiated
## 3921  51 Not White        Married       2       1 Moderately differentiated
## 3922  68     White       Divorced       1       1     Poorly differentiated
## 3923  51     White        Married       2       2 Moderately differentiated
## 3924  47     White        Married       3       3 Moderately differentiated
## 3925  40     White        Married       1       1 Moderately differentiated
## 3926  66     White        Married       3       1 Moderately differentiated
## 3927  68     White        Married       1       1 Moderately differentiated
## 3928  56 Not White        Married       2       1 Moderately differentiated
## 3929  46     White        Single        2       1       Well differentiated
## 3930  68     White        Married       1       2     Poorly differentiated
## 3931  38 Not White        Single        3       3 Moderately differentiated
## 3932  44     White        Single        2       2 Moderately differentiated
## 3933  46     White        Married       2       1 Moderately differentiated
## 3934  56     White        Married       2       3 Moderately differentiated
## 3935  39     White        Married       1       1 Moderately differentiated
## 3936  54     White        Married       1       1 Moderately differentiated
## 3937  47     White        Married       1       1       Well differentiated
## 3938  64     White        Married       1       1 Moderately differentiated
## 3939  48     White        Widowed       2       1 Moderately differentiated
## 3940  57     White      Separated       1       1 Moderately differentiated
## 3941  53     White        Married       2       1 Moderately differentiated
## 3942  41 Not White        Single        1       1       Well differentiated
## 3943  44     White        Married       2       3     Poorly differentiated
## 3944  54     White        Single        2       1     Poorly differentiated
## 3945  57     White        Married       1       1       Well differentiated
## 3946  39 Not White        Married       3       2     Poorly differentiated
## 3947  64     White        Widowed       1       1       Well differentiated
## 3948  59 Not White        Married       2       1 Moderately differentiated
## 3949  63     White        Married       2       1     Poorly differentiated
## 3950  65 Not White        Married       2       2     Poorly differentiated
## 3951  47     White        Married       2       3 Moderately differentiated
## 3952  41     White        Married       1       1 Moderately differentiated
## 3953  61 Not White        Single        1       1       Well differentiated
## 3954  64     White        Married       2       1 Moderately differentiated
## 3955  54 Not White        Married       1       1     Poorly differentiated
## 3956  48     White        Single        2       2     Poorly differentiated
## 3957  48     White        Single        2       1 Moderately differentiated
## 3958  39     White        Married       1       1 Moderately differentiated
## 3959  50     White        Single        2       1 Moderately differentiated
## 3960  54 Not White       Divorced       2       1 Moderately differentiated
## 3961  58 Not White        Single        2       3 Moderately differentiated
## 3962  56     White        Single        2       1 Moderately differentiated
## 3963  62     White        Widowed       2       2     Poorly differentiated
## 3964  40     White        Married       2       1       Well differentiated
## 3965  54     White        Widowed       1       1     Poorly differentiated
## 3966  47     White        Married       3       2       Well differentiated
## 3967  67     White        Widowed       2       2 Moderately differentiated
## 3968  48     White        Single        3       3 Moderately differentiated
## 3969  68     White        Married       2       1 Moderately differentiated
## 3970  66 Not White        Widowed       1       1 Moderately differentiated
## 3971  63     White        Single        1       1     Poorly differentiated
## 3972  62     White        Married       2       1     Poorly differentiated
## 3973  62     White       Divorced       3       1 Moderately differentiated
## 3974  57     White        Widowed       1       1 Moderately differentiated
## 3975  66     White        Single        4       3     Poorly differentiated
## 3976  68     White        Married       2       2     Poorly differentiated
## 3977  55     White        Married       3       1 Moderately differentiated
## 3978  66     White        Widowed       1       2 Moderately differentiated
## 3979  67     White        Married       1       1 Moderately differentiated
## 3980  55     White        Married       2       2       Well differentiated
## 3981  49     White       Divorced       3       1     Poorly differentiated
## 3982  38     White        Married       3       1 Moderately differentiated
## 3983  52     White        Married       3       3     Poorly differentiated
## 3984  65     White        Single        2       1 Moderately differentiated
## 3985  61     White        Married       1       1 Moderately differentiated
## 3986  51     White        Married       4       3     Poorly differentiated
## 3987  55     White        Single        2       1     Poorly differentiated
## 3988  54     White        Married       1       1 Moderately differentiated
## 3989  61     White        Single        2       1     Poorly differentiated
## 3990  39 Not White        Married       2       1     Poorly differentiated
## 3991  61     White        Married       2       1 Moderately differentiated
## 3992  51     White        Married       3       3     Poorly differentiated
## 3993  42 Not White        Married       2       3     Poorly differentiated
## 3994  57     White        Married       1       1 Moderately differentiated
## 3995  51     White        Single        1       1 Moderately differentiated
## 3996  62     White        Single        2       3 Moderately differentiated
## 3997  69     White        Married       1       2 Moderately differentiated
## 3998  35 Not White        Married       1       1 Moderately differentiated
## 3999  68     White       Divorced       1       1       Well differentiated
## 4000  53     White        Married       2       2 Moderately differentiated
## 4001  31     White       Divorced       2       1     Poorly differentiated
## 4002  55     White        Married       2       1 Moderately differentiated
## 4003  57     White       Divorced       1       1       Well differentiated
## 4004  66     White       Divorced       1       2 Moderately differentiated
## 4005  58     White        Married       2       2 Moderately differentiated
## 4006  68     White        Married       2       1 Moderately differentiated
## 4007  41 Not White        Married       2       1     Poorly differentiated
## 4008  44     White        Single        4       1 Moderately differentiated
## 4009  60     White        Single        1       1       Well differentiated
## 4010  53     White       Divorced       3       1 Moderately differentiated
## 4011  59 Not White        Single        2       1     Poorly differentiated
## 4012  62     White        Widowed       2       2 Moderately differentiated
## 4013  51     White        Married       3       3     Poorly differentiated
## 4014  68     White        Married       1       1       Well differentiated
## 4015  40     White        Married       3       1 Moderately differentiated
## 4016  65     White        Married       2       2 Moderately differentiated
## 4017  54     White        Married       2       1       Well differentiated
## 4018  46     White        Married       2       1 Moderately differentiated
## 4019  64     White        Married       1       1 Moderately differentiated
## 4020  62 Not White        Married       1       1 Moderately differentiated
## 4021  56     White       Divorced       2       2 Moderately differentiated
## 4022  68     White        Married       2       1 Moderately differentiated
## 4023  58 Not White       Divorced       2       1 Moderately differentiated
## 4024  46     White        Married       2       1 Moderately differentiated
##      grade  a_stage tumor_size estrogen_status progesterone_status
## 1        3 Regional          4        Positive            Positive
## 2        2 Regional         35        Positive            Positive
## 3        2 Regional         63        Positive            Positive
## 4        3 Regional         18        Positive            Positive
## 5        3 Regional         41        Positive            Positive
## 6        2 Regional         20        Positive            Positive
## 7        1 Regional          8        Positive            Positive
## 8        2 Regional         30        Positive            Positive
## 9        3 Regional        103        Positive            Positive
## 10       1  Distant         32        Positive            Positive
## 11       2 Regional         13        Positive            Positive
## 12       3 Regional         59        Negative            Negative
## 13       3 Regional         35        Positive            Positive
## 14       3 Regional         15        Positive            Positive
## 15       2 Regional         35        Positive            Positive
## 16       2 Regional         19        Positive            Positive
## 17       2 Regional         46        Positive            Positive
## 18       2 Regional         24        Positive            Positive
## 19       2 Regional         25        Positive            Positive
## 20       2 Regional         29        Negative            Negative
## 21       1 Regional         30        Positive            Positive
## 22       2 Regional         40        Positive            Positive
## 23       3 Regional         29        Positive            Positive
## 24       3 Regional         70        Positive            Negative
## 25       3 Regional         20        Positive            Positive
## 26       2 Regional         22        Positive            Positive
## 27       3 Regional         50        Positive            Positive
## 28       1 Regional         17        Positive            Positive
## 29       1 Regional         25        Positive            Negative
## 30       3 Regional         21        Positive            Positive
## 31       1 Regional         40        Positive            Positive
## 32       2 Regional         15        Positive            Positive
## 33       2 Regional         15        Positive            Positive
## 34       2 Regional         20        Positive            Negative
## 35       2 Regional         30        Positive            Positive
## 36       1 Regional         10        Positive            Positive
## 37       2 Regional         27        Positive            Negative
## 38       2 Regional         18        Positive            Positive
## 39       2 Regional         35        Positive            Positive
## 40       2 Regional         23        Positive            Positive
## 41       2 Regional         70        Positive            Positive
## 42       2 Regional         17        Positive            Positive
## 43       2 Regional         21        Positive            Negative
## 44       3 Regional         23        Positive            Negative
## 45       2 Regional          5        Positive            Positive
## 46       2 Regional         51        Positive            Positive
## 47       2 Regional          9        Negative            Negative
## 48       2 Regional         15        Positive            Positive
## 49       2 Regional         32        Positive            Positive
## 50       2 Regional          5        Positive            Positive
## 51       2 Regional         23        Positive            Positive
## 52       2 Regional         55        Positive            Negative
## 53       3 Regional        120        Positive            Negative
## 54       1 Regional         77        Positive            Negative
## 55       2 Regional          2        Positive            Negative
## 56       2 Regional         11        Positive            Positive
## 57       2 Regional         25        Positive            Positive
## 58       2 Regional         18        Positive            Negative
## 59       2 Regional         15        Positive            Positive
## 60       2 Regional         12        Positive            Positive
## 61       2 Regional         18        Positive            Negative
## 62       2 Regional         17        Positive            Negative
## 63       2 Regional         26        Positive            Positive
## 64       2 Regional         75        Positive            Positive
## 65       2 Regional         13        Positive            Positive
## 66       3 Regional         15        Positive            Positive
## 67       3 Regional         70        Positive            Positive
## 68       3 Regional         15        Positive            Positive
## 69       3 Regional         15        Positive            Positive
## 70       2 Regional         17        Positive            Positive
## 71       3 Regional        130        Positive            Negative
## 72       3 Regional         34        Positive            Negative
## 73       3 Regional         30        Positive            Positive
## 74       2 Regional         10        Positive            Positive
## 75       2 Regional         22        Positive            Negative
## 76       2 Regional         55        Positive            Positive
## 77       2 Regional         25        Positive            Positive
## 78       2 Regional         50        Positive            Positive
## 79       1 Regional         50        Positive            Positive
## 80       2 Regional         15        Positive            Positive
## 81       3 Regional         30        Positive            Positive
## 82       2 Regional         20        Positive            Positive
## 83       2 Regional         22        Positive            Positive
## 84       2 Regional         15        Positive            Negative
## 85       1 Regional         15        Positive            Positive
## 86       3 Regional         40        Negative            Negative
## 87       2 Regional        120        Positive            Positive
## 88       2 Regional         80        Positive            Positive
## 89       2 Regional         17        Positive            Positive
## 90       1 Regional          3        Positive            Positive
## 91       3 Regional         60        Positive            Positive
## 92       2 Regional         14        Positive            Positive
## 93       1 Regional         26        Positive            Positive
## 94       3 Regional         25        Positive            Positive
## 95       2 Regional         12        Positive            Positive
## 96       1 Regional         25        Positive            Positive
## 97       2 Regional         30        Positive            Negative
## 98       2 Regional         25        Positive            Positive
## 99       3 Regional         24        Positive            Positive
## 100      1 Regional         27        Positive            Positive
## 101      2 Regional         70        Positive            Positive
## 102      3 Regional         16        Positive            Positive
## 103      2 Regional         45        Positive            Positive
## 104      3 Regional         27        Positive            Positive
## 105      2 Regional         23        Positive            Positive
## 106      2 Regional         25        Positive            Positive
## 107      3 Regional         40        Positive            Negative
## 108      2 Regional         20        Positive            Positive
## 109      2 Regional         21        Positive            Positive
## 110      2 Regional         36        Positive            Positive
## 111      2 Regional         14        Positive            Positive
## 112      1 Regional         51        Positive            Positive
## 113      2 Regional         50        Positive            Positive
## 114      3 Regional         45        Positive            Positive
## 115      2 Regional         51        Positive            Positive
## 116      2 Regional         19        Positive            Positive
## 117      2 Regional         76        Positive            Positive
## 118      3 Regional         20        Positive            Positive
## 119      3 Regional         35        Positive            Positive
## 120      3 Regional         27        Positive            Positive
## 121      1 Regional         35        Positive            Positive
## 122      3 Regional         35        Positive            Positive
## 123      2 Regional         50        Positive            Positive
## 124      3 Regional         38        Positive            Positive
## 125      1 Regional         15        Positive            Positive
## 126      2 Regional         17        Positive            Positive
## 127      2 Regional         25        Positive            Positive
## 128      3 Regional         19        Positive            Negative
## 129      3 Regional         15        Positive            Positive
## 130      2 Regional         18        Positive            Positive
## 131      2 Regional         11        Positive            Positive
## 132      3 Regional         45        Negative            Negative
## 133      2 Regional         12        Positive            Positive
## 134      2 Regional         20        Positive            Positive
## 135      3 Regional         45        Positive            Negative
## 136      2 Regional         18        Positive            Positive
## 137      1 Regional         25        Positive            Positive
## 138      1 Regional         21        Positive            Negative
## 139      2  Distant         49        Positive            Positive
## 140      3 Regional         70        Positive            Negative
## 141      1 Regional          7        Positive            Positive
## 142      2 Regional         19        Positive            Positive
## 143      2 Regional         17        Positive            Positive
## 144      2 Regional         38        Positive            Positive
## 145      2 Regional         34        Positive            Positive
## 146      2 Regional         30        Positive            Positive
## 147      1 Regional          4        Positive            Positive
## 148      3 Regional         72        Positive            Positive
## 149      2 Regional         18        Positive            Positive
## 150      2 Regional         25        Positive            Positive
## 151      3 Regional          9        Positive            Positive
## 152      2 Regional         21        Positive            Positive
## 153      2 Regional         20        Negative            Negative
## 154      2 Regional         15        Positive            Positive
## 155      3 Regional         18        Positive            Positive
## 156      2 Regional        100        Positive            Negative
## 157      3 Regional         17        Negative            Negative
## 158      2 Regional          7        Positive            Positive
## 159      2 Regional         24        Negative            Negative
## 160      3 Regional         43        Positive            Positive
## 161      2 Regional         30        Positive            Positive
## 162      2 Regional          7        Positive            Positive
## 163      3 Regional         18        Positive            Positive
## 164      3 Regional         12        Positive            Positive
## 165      2 Regional         25        Positive            Positive
## 166      2 Regional         62        Positive            Positive
## 167      2 Regional         20        Positive            Positive
## 168      2  Distant         70        Positive            Positive
## 169      2 Regional         37        Positive            Positive
## 170      2 Regional         13        Positive            Positive
## 171      2 Regional         40        Positive            Positive
## 172      3 Regional         70        Positive            Negative
## 173      3 Regional         12        Positive            Positive
## 174      1 Regional          9        Positive            Positive
## 175      2 Regional         10        Positive            Positive
## 176      2 Regional         55        Positive            Positive
## 177      2 Regional         18        Positive            Negative
## 178      2 Regional         15        Positive            Positive
## 179      2 Regional         25        Positive            Positive
## 180      3 Regional         50        Positive            Positive
## 181      1 Regional         10        Positive            Positive
## 182      2 Regional         30        Positive            Positive
## 183      2 Regional         13        Positive            Negative
## 184      1 Regional         40        Positive            Positive
## 185      3 Regional        100        Positive            Negative
## 186      2 Regional         25        Positive            Negative
## 187      2 Regional         68        Positive            Positive
## 188      2 Regional         25        Positive            Positive
## 189      2 Regional         23        Positive            Negative
## 190      2 Regional         15        Positive            Positive
## 191      2 Regional         22        Positive            Positive
## 192      2 Regional          7        Positive            Positive
## 193      3 Regional         16        Positive            Positive
## 194      2 Regional         24        Positive            Negative
## 195      2  Distant         75        Positive            Positive
## 196      1 Regional         11        Positive            Positive
## 197      3 Regional         35        Positive            Positive
## 198      3 Regional         60        Positive            Positive
## 199      3 Regional         30        Positive            Positive
## 200      3 Regional         25        Positive            Positive
## 201      3 Regional         25        Positive            Positive
## 202      2 Regional         25        Positive            Positive
## 203      2 Regional         12        Positive            Negative
## 204      3 Regional         25        Positive            Positive
## 205      1 Regional         17        Positive            Positive
## 206      2 Regional         11        Positive            Positive
## 207      2 Regional         32        Positive            Positive
## 208      1 Regional         21        Positive            Positive
## 209      2 Regional         25        Positive            Negative
## 210      3 Regional         19        Positive            Positive
## 211      2 Regional         75        Positive            Positive
## 212      2 Regional         52        Positive            Positive
## 213      1 Regional          9        Positive            Negative
## 214      2 Regional         17        Positive            Positive
## 215      2 Regional         35        Positive            Positive
## 216      3 Regional         85        Negative            Negative
## 217      3 Regional         50        Positive            Positive
## 218      3 Regional         51        Positive            Positive
## 219      3 Regional         18        Positive            Positive
## 220      3  Distant         75        Negative            Negative
## 221      3 Regional         72        Negative            Negative
## 222      2 Regional         35        Positive            Positive
## 223      2 Regional         12        Positive            Positive
## 224      2 Regional         23        Positive            Positive
## 225      3 Regional         16        Positive            Positive
## 226      3 Regional         16        Positive            Positive
## 227      2 Regional         57        Positive            Positive
## 228      3 Regional         50        Positive            Positive
## 229      2 Regional         17        Positive            Positive
## 230      2 Regional         32        Positive            Positive
## 231      2 Regional         21        Positive            Positive
## 232      2 Regional         11        Positive            Positive
## 233      2 Regional         40        Positive            Positive
## 234      3 Regional         15        Positive            Positive
## 235      2 Regional         17        Positive            Positive
## 236      2 Regional         14        Positive            Positive
## 237      2  Distant         60        Positive            Positive
## 238      3 Regional         55        Positive            Negative
## 239      3  Distant        120        Negative            Negative
## 240      2 Regional         11        Positive            Positive
## 241      3 Regional         39        Positive            Positive
## 242      2 Regional         23        Positive            Positive
## 243      3 Regional         28        Positive            Positive
## 244      2  Distant         37        Positive            Positive
## 245      3 Regional         40        Positive            Positive
## 246      3 Regional          9        Negative            Negative
## 247      1 Regional          8        Positive            Positive
## 248      3 Regional         28        Negative            Negative
## 249      2 Regional         15        Positive            Positive
## 250      2 Regional         17        Positive            Positive
## 251      2 Regional         50        Positive            Positive
## 252      2 Regional         48        Positive            Positive
## 253      1 Regional         30        Positive            Positive
## 254      3 Regional         68        Positive            Negative
## 255      2 Regional        110        Positive            Positive
## 256      3 Regional         23        Positive            Negative
## 257      3 Regional         12        Positive            Positive
## 258      2 Regional         13        Positive            Positive
## 259      1 Regional         40        Positive            Positive
## 260      2 Regional         30        Positive            Positive
## 261      2 Regional          9        Positive            Positive
## 262      2 Regional         22        Positive            Positive
## 263      1 Regional         30        Positive            Negative
## 264      2 Regional         12        Positive            Positive
## 265      1 Regional         10        Positive            Positive
## 266      1 Regional         25        Positive            Positive
## 267      2 Regional         16        Positive            Positive
## 268      2 Regional         65        Positive            Positive
## 269      1 Regional         22        Positive            Positive
## 270      2 Regional         17        Positive            Positive
## 271      2  Distant         60        Positive            Positive
## 272      1 Regional         22        Positive            Positive
## 273      2 Regional         35        Positive            Positive
## 274      2 Regional         18        Positive            Positive
## 275      3 Regional         34        Positive            Negative
## 276      3 Regional          6        Negative            Negative
## 277      1 Regional        105        Positive            Positive
## 278     NA Regional        100        Positive            Positive
## 279      1 Regional         20        Positive            Positive
## 280      2 Regional         57        Positive            Positive
## 281      1 Regional         10        Positive            Positive
## 282      1 Regional         17        Positive            Positive
## 283      3 Regional         25        Positive            Negative
## 284      2 Regional         21        Positive            Positive
## 285      2 Regional         45        Positive            Positive
## 286      2 Regional         50        Positive            Negative
## 287      2 Regional         35        Positive            Positive
## 288      3 Regional         38        Positive            Positive
## 289      2 Regional         16        Positive            Negative
## 290      3 Regional        140        Positive            Positive
## 291      3 Regional         25        Positive            Positive
## 292      2 Regional         18        Positive            Positive
## 293      2 Regional         18        Positive            Positive
## 294      3 Regional         34        Positive            Negative
## 295      2  Distant         65        Positive            Positive
## 296      2 Regional         13        Positive            Positive
## 297      2 Regional         20        Positive            Positive
## 298      3 Regional         29        Positive            Positive
## 299      1 Regional         10        Positive            Positive
## 300      2 Regional         62        Positive            Positive
## 301      2 Regional         50        Positive            Negative
## 302      2 Regional         29        Positive            Positive
## 303      2 Regional         15        Positive            Positive
## 304      3 Regional         15        Positive            Positive
## 305      1 Regional         42        Positive            Positive
## 306      3 Regional        130        Negative            Positive
## 307      2 Regional         21        Positive            Positive
## 308      2 Regional         51        Positive            Negative
## 309      2 Regional         30        Positive            Positive
## 310      2 Regional         35        Positive            Positive
## 311      2 Regional         31        Positive            Negative
## 312      2 Regional         14        Positive            Positive
## 313      1 Regional         15        Positive            Positive
## 314      2 Regional         60        Positive            Positive
## 315      3 Regional         20        Positive            Positive
## 316      2 Regional         22        Positive            Positive
## 317      2 Regional         80        Positive            Positive
## 318      2 Regional         15        Positive            Positive
## 319      2 Regional        100        Positive            Negative
## 320      2 Regional         30        Positive            Positive
## 321      1 Regional          8        Positive            Positive
## 322      2 Regional         15        Positive            Positive
## 323      3 Regional         80        Positive            Positive
## 324      2 Regional         30        Negative            Negative
## 325      1 Regional         25        Positive            Positive
## 326      2 Regional         24        Positive            Positive
## 327      3 Regional         35        Positive            Positive
## 328      1 Regional         12        Positive            Positive
## 329      3 Regional         45        Positive            Positive
## 330      1 Regional         25        Positive            Positive
## 331      3 Regional         35        Positive            Positive
## 332      3  Distant         28        Negative            Negative
## 333      2 Regional         17        Positive            Positive
## 334      2 Regional         15        Positive            Negative
## 335      1 Regional         32        Positive            Positive
## 336      2 Regional         15        Positive            Positive
## 337      2 Regional         60        Positive            Positive
## 338      2 Regional         90        Positive            Positive
## 339      2 Regional         11        Positive            Positive
## 340      2 Regional         37        Positive            Positive
## 341      2 Regional         21        Positive            Positive
## 342      3 Regional          2        Positive            Positive
## 343      3 Regional         70        Positive            Positive
## 344      2 Regional          8        Positive            Positive
## 345      3 Regional         22        Positive            Positive
## 346      2 Regional         40        Positive            Positive
## 347      1 Regional         13        Positive            Positive
## 348      2 Regional         32        Positive            Positive
## 349      3 Regional          5        Positive            Positive
## 350      3 Regional         18        Positive            Positive
## 351      2 Regional         52        Positive            Positive
## 352      1 Regional         31        Positive            Positive
## 353      2 Regional         14        Positive            Positive
## 354      3 Regional          7        Negative            Negative
## 355      3 Regional         12        Positive            Positive
## 356      3 Regional         21        Positive            Positive
## 357      3 Regional         20        Positive            Positive
## 358      2 Regional         26        Positive            Positive
## 359      1 Regional         16        Positive            Positive
## 360      1 Regional         15        Positive            Positive
## 361      3 Regional         25        Positive            Positive
## 362      3 Regional         20        Positive            Positive
## 363      2 Regional         80        Negative            Negative
## 364      2 Regional         30        Positive            Positive
## 365      3 Regional         16        Positive            Positive
## 366      3 Regional         20        Positive            Positive
## 367      1 Regional         17        Positive            Positive
## 368      2 Regional        100        Positive            Positive
## 369      3 Regional         41        Positive            Negative
## 370      3 Regional         16        Positive            Positive
## 371      2 Regional         25        Positive            Negative
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## 373      2 Regional         12        Positive            Positive
## 374      1 Regional         38        Positive            Positive
## 375      2 Regional         24        Positive            Positive
## 376      3 Regional         45        Negative            Negative
## 377      2 Regional         98        Positive            Positive
## 378      2 Regional         25        Positive            Positive
## 379      3 Regional         30        Positive            Positive
## 380      2 Regional         90        Positive            Positive
## 381      3 Regional         27        Positive            Positive
## 382      2 Regional         47        Positive            Negative
## 383      2 Regional         30        Positive            Negative
## 384      2 Regional         25        Positive            Positive
## 385      3 Regional         17        Positive            Positive
## 386      2 Regional         22        Positive            Negative
## 387      3 Regional         18        Positive            Positive
## 388      2 Regional         18        Positive            Positive
## 389      2 Regional         25        Positive            Positive
## 390      2 Regional         27        Negative            Negative
## 391      3 Regional         25        Positive            Positive
## 392      2 Regional         70        Positive            Positive
## 393      3 Regional         65        Positive            Positive
## 394      2 Regional         22        Positive            Positive
## 395      3 Regional         45        Negative            Negative
## 396      2 Regional         20        Positive            Positive
## 397      2 Regional         65        Positive            Positive
## 398      1 Regional         17        Positive            Negative
## 399      3 Regional         15        Negative            Negative
## 400      2 Regional         15        Positive            Positive
## 401      2 Regional         19        Positive            Positive
## 402      1 Regional         90        Positive            Positive
## 403      2 Regional         10        Positive            Positive
## 404      2 Regional         40        Positive            Positive
## 405      3 Regional         31        Positive            Positive
## 406      2 Regional         30        Positive            Positive
## 407      2 Regional         26        Positive            Negative
## 408      3 Regional         25        Positive            Positive
## 409      2 Regional         11        Positive            Positive
## 410      2 Regional         22        Positive            Positive
## 411      3 Regional         59        Positive            Positive
## 412      2 Regional         23        Positive            Positive
## 413      2 Regional         25        Positive            Positive
## 414      3 Regional         18        Positive            Positive
## 415      2 Regional         15        Positive            Positive
## 416      1 Regional         30        Positive            Positive
## 417      3 Regional         25        Positive            Positive
## 418      2 Regional         27        Positive            Positive
## 419      1 Regional         25        Positive            Positive
## 420      2 Regional         24        Positive            Positive
## 421      3 Regional         24        Positive            Positive
## 422      3 Regional         20        Negative            Negative
## 423      2 Regional         10        Positive            Positive
## 424      1 Regional          7        Positive            Positive
## 425      2 Regional         42        Positive            Positive
## 426      2 Regional         54        Positive            Positive
## 427      1 Regional         75        Positive            Positive
## 428      2 Regional         15        Positive            Positive
## 429      3 Regional         22        Positive            Negative
## 430      2 Regional         20        Positive            Positive
## 431      2 Regional         65        Positive            Positive
## 432      3 Regional         61        Positive            Positive
## 433      2 Regional         27        Positive            Positive
## 434      1 Regional         16        Positive            Positive
## 435      2 Regional         35        Positive            Positive
## 436      3 Regional         55        Negative            Negative
## 437      2 Regional         17        Positive            Positive
## 438      2 Regional          8        Positive            Positive
## 439      2 Regional         25        Positive            Positive
## 440      2 Regional         10        Positive            Positive
## 441      2 Regional         26        Positive            Positive
## 442      2 Regional        120        Positive            Positive
## 443      3 Regional          7        Positive            Negative
## 444      2 Regional         18        Positive            Positive
## 445      3 Regional         30        Positive            Negative
## 446      2 Regional         70        Positive            Negative
## 447      2 Regional         20        Positive            Positive
## 448      1 Regional         80        Positive            Positive
## 449      2 Regional         30        Positive            Positive
## 450      3 Regional         45        Negative            Positive
## 451      1 Regional         25        Positive            Positive
## 452      2 Regional          6        Positive            Positive
## 453      2 Regional         21        Positive            Positive
## 454      2 Regional         11        Positive            Positive
## 455      3 Regional         18        Positive            Positive
## 456      3 Regional         40        Negative            Negative
## 457      2 Regional         20        Positive            Positive
## 458      2 Regional         12        Positive            Positive
## 459      2 Regional         16        Positive            Positive
## 460      2 Regional         10        Positive            Positive
## 461      2 Regional         20        Positive            Positive
## 462      2 Regional         20        Positive            Positive
## 463      3 Regional         25        Positive            Positive
## 464      2 Regional         17        Positive            Negative
## 465      2 Regional         22        Positive            Positive
## 466      3 Regional         20        Positive            Positive
## 467      2 Regional         20        Positive            Positive
## 468      2 Regional         30        Positive            Positive
## 469      2 Regional         13        Positive            Negative
## 470      2 Regional         15        Positive            Positive
## 471      2 Regional         36        Positive            Positive
## 472      1 Regional          8        Positive            Positive
## 473      2 Regional         10        Positive            Positive
## 474      3 Regional         35        Positive            Positive
## 475      2 Regional         70        Positive            Positive
## 476      2 Regional         35        Positive            Positive
## 477      1 Regional         74        Positive            Negative
## 478      1 Regional         16        Positive            Positive
## 479      1 Regional         70        Positive            Positive
## 480      1 Regional         21        Positive            Positive
## 481      3 Regional        100        Positive            Negative
## 482      2 Regional         70        Positive            Positive
## 483      3 Regional         12        Positive            Positive
## 484      2 Regional         80        Positive            Negative
## 485      1 Regional         25        Positive            Positive
## 486      2 Regional         19        Positive            Positive
## 487      2 Regional         25        Positive            Positive
## 488      2 Regional         16        Positive            Positive
## 489      2 Regional         60        Negative            Negative
## 490      3 Regional         15        Positive            Positive
## 491      2 Regional         20        Positive            Positive
## 492      1 Regional          9        Positive            Positive
## 493      3 Regional         16        Positive            Negative
## 494      3 Regional         60        Positive            Negative
## 495      2 Regional         15        Positive            Positive
## 496      1 Regional         12        Positive            Positive
## 497      2 Regional         17        Positive            Positive
## 498      2 Regional         25        Positive            Positive
## 499      2  Distant         18        Positive            Positive
## 500      1 Regional         15        Positive            Positive
## 501      1 Regional         45        Positive            Positive
## 502      3 Regional         70        Positive            Positive
## 503      3 Regional         10        Positive            Negative
## 504      2 Regional          9        Negative            Negative
## 505      3 Regional         12        Positive            Positive
## 506      3 Regional         15        Positive            Negative
## 507      1 Regional         18        Positive            Negative
## 508      2 Regional         12        Positive            Positive
## 509      2 Regional         16        Positive            Positive
## 510      2 Regional         15        Positive            Positive
## 511      3 Regional         30        Positive            Positive
## 512      2 Regional         20        Positive            Negative
## 513      2 Regional         21        Positive            Positive
## 514      1 Regional         10        Positive            Positive
## 515      2 Regional         35        Positive            Negative
## 516      2 Regional         22        Positive            Positive
## 517      2 Regional         33        Positive            Positive
## 518      3  Distant         60        Positive            Negative
## 519      3 Regional         13        Positive            Positive
## 520      2 Regional         21        Positive            Positive
## 521      2 Regional         13        Positive            Positive
## 522      2  Distant         39        Positive            Positive
## 523      2  Distant         29        Positive            Positive
## 524      2  Distant         35        Positive            Positive
## 525      2 Regional         18        Positive            Positive
## 526      2 Regional        100        Positive            Negative
## 527      2 Regional        130        Positive            Positive
## 528      2 Regional         21        Positive            Positive
## 529      2 Regional         26        Positive            Positive
## 530      2 Regional         50        Positive            Positive
## 531      1 Regional          8        Positive            Positive
## 532      1 Regional         16        Positive            Positive
## 533      2  Distant         16        Positive            Positive
## 534      2 Regional         15        Positive            Positive
## 535      3 Regional         28        Positive            Positive
## 536      3  Distant         23        Negative            Negative
## 537      2 Regional          1        Positive            Negative
## 538      2 Regional         23        Positive            Positive
## 539      2 Regional         21        Positive            Positive
## 540      2 Regional         19        Positive            Positive
## 541      3 Regional         87        Positive            Positive
## 542      2 Regional         33        Positive            Positive
## 543      2 Regional         15        Positive            Positive
## 544      2 Regional         13        Positive            Positive
## 545      2 Regional         15        Positive            Positive
## 546      2 Regional         25        Positive            Positive
## 547      3 Regional         60        Positive            Positive
## 548      1 Regional         30        Positive            Positive
## 549      2 Regional         18        Positive            Positive
## 550      2 Regional         20        Negative            Positive
## 551      2 Regional         55        Positive            Negative
## 552      1 Regional         60        Positive            Positive
## 553      3 Regional         11        Positive            Positive
## 554      3 Regional         11        Positive            Positive
## 555      3 Regional         40        Positive            Positive
## 556      2 Regional         16        Positive            Positive
## 557      3 Regional         55        Positive            Positive
## 558      2 Regional         36        Positive            Positive
## 559      2 Regional         16        Positive            Positive
## 560      3 Regional         25        Positive            Positive
## 561      2 Regional         30        Positive            Positive
## 562      2 Regional         19        Positive            Positive
## 563      3 Regional         30        Positive            Positive
## 564      2 Regional         55        Positive            Positive
## 565      2 Regional         80        Positive            Positive
## 566      3 Regional         50        Negative            Negative
## 567      1 Regional         14        Positive            Positive
## 568      1 Regional         10        Positive            Positive
## 569      1 Regional         30        Positive            Positive
## 570      3 Regional         60        Positive            Positive
## 571      2 Regional         24        Positive            Positive
## 572      1 Regional         32        Positive            Positive
## 573      3  Distant         42        Positive            Positive
## 574      3 Regional         35        Positive            Positive
## 575      2 Regional         26        Positive            Positive
## 576      3 Regional         30        Positive            Positive
## 577      2 Regional         31        Positive            Positive
## 578      2 Regional         11        Positive            Positive
## 579      2 Regional         26        Positive            Positive
## 580      3 Regional         18        Positive            Positive
## 581      2 Regional         43        Positive            Positive
## 582      2 Regional         20        Positive            Positive
## 583      3 Regional         35        Positive            Positive
## 584      3 Regional         13        Positive            Positive
## 585      2 Regional         14        Positive            Positive
## 586      2 Regional         81        Positive            Positive
## 587      1 Regional         10        Positive            Positive
## 588      1 Regional         10        Positive            Positive
## 589      3 Regional         20        Positive            Negative
## 590      2 Regional         30        Positive            Positive
## 591      2 Regional         22        Positive            Positive
## 592      3 Regional         20        Positive            Positive
## 593      2 Regional         28        Positive            Positive
## 594      2 Regional         80        Positive            Positive
## 595      3 Regional         37        Positive            Positive
## 596      3 Regional         35        Positive            Positive
## 597      3 Regional         12        Positive            Positive
## 598      2 Regional         19        Positive            Positive
## 599      2 Regional         20        Positive            Positive
## 600      2 Regional         22        Positive            Positive
## 601      2 Regional         14        Positive            Positive
## 602      3 Regional         32        Positive            Positive
## 603      2 Regional         80        Positive            Positive
## 604      3 Regional         21        Positive            Positive
## 605      3 Regional         25        Negative            Negative
## 606      1 Regional         21        Positive            Positive
## 607      2 Regional         15        Positive            Positive
## 608      2 Regional         28        Positive            Positive
## 609      2 Regional         18        Positive            Positive
## 610      2 Regional         27        Positive            Positive
## 611      3 Regional         30        Positive            Positive
## 612      2 Regional         25        Positive            Positive
## 613      2 Regional         35        Positive            Negative
## 614      2 Regional         12        Positive            Positive
## 615      3 Regional         30        Positive            Negative
## 616      3 Regional         29        Positive            Positive
## 617     NA Regional         70        Positive            Positive
## 618      1 Regional         21        Positive            Positive
## 619     NA Regional         60        Positive            Positive
## 620      2 Regional         25        Positive            Positive
## 621      2 Regional         20        Positive            Positive
## 622      2 Regional         22        Positive            Positive
## 623      2 Regional         12        Positive            Positive
## 624      3 Regional         48        Positive            Positive
## 625      3 Regional         31        Negative            Positive
## 626      1 Regional         27        Positive            Negative
## 627      3 Regional         18        Positive            Positive
## 628      2 Regional          1        Positive            Positive
## 629      2 Regional         40        Positive            Positive
## 630      2 Regional         26        Positive            Positive
## 631      2 Regional         80        Positive            Positive
## 632      2 Regional         20        Negative            Negative
## 633      2 Regional         27        Positive            Positive
## 634      3 Regional         20        Negative            Negative
## 635      2 Regional         30        Positive            Positive
## 636      2 Regional         25        Positive            Positive
## 637      2 Regional         22        Positive            Positive
## 638      3 Regional         63        Positive            Positive
## 639      2 Regional         10        Positive            Positive
## 640      2 Regional         10        Positive            Positive
## 641      1 Regional         40        Positive            Positive
## 642      2 Regional         10        Positive            Positive
## 643      3 Regional         40        Positive            Positive
## 644      1 Regional         20        Positive            Positive
## 645      2 Regional         30        Positive            Positive
## 646      1 Regional          6        Positive            Positive
## 647      2 Regional         22        Negative            Negative
## 648      2 Regional         22        Positive            Positive
## 649      2 Regional         15        Positive            Positive
## 650      3 Regional         40        Negative            Negative
## 651      1 Regional         45        Positive            Positive
## 652      1 Regional         13        Positive            Positive
## 653      2 Regional         25        Positive            Positive
## 654      2 Regional         11        Positive            Positive
## 655      3 Regional         58        Negative            Negative
## 656      1 Regional         30        Positive            Positive
## 657      3 Regional         23        Positive            Positive
## 658      2 Regional          9        Positive            Positive
## 659      3 Regional         32        Positive            Positive
## 660      3 Regional         35        Negative            Negative
## 661      2 Regional         15        Positive            Positive
## 662      3 Regional         15        Positive            Positive
## 663      3 Regional         21        Positive            Positive
## 664      2 Regional         51        Negative            Negative
## 665      1 Regional         15        Positive            Positive
## 666      2 Regional         60        Positive            Negative
## 667      2 Regional         20        Positive            Positive
## 668      2 Regional         51        Positive            Positive
## 669      2 Regional         25        Positive            Positive
## 670      2 Regional         30        Positive            Positive
## 671      2 Regional         11        Positive            Negative
## 672      3 Regional         40        Positive            Negative
## 673      1 Regional          5        Positive            Positive
## 674      2 Regional         35        Positive            Positive
## 675      2 Regional         38        Positive            Positive
## 676      3 Regional         30        Positive            Positive
## 677      2 Regional         25        Positive            Positive
## 678      3 Regional         25        Positive            Positive
## 679      2 Regional         27        Positive            Positive
## 680      2 Regional         25        Positive            Positive
## 681      2 Regional         18        Positive            Positive
## 682      2 Regional         40        Positive            Positive
## 683      1 Regional         40        Positive            Positive
## 684      2 Regional         15        Positive            Positive
## 685      2 Regional         20        Positive            Negative
## 686      2 Regional         23        Positive            Positive
## 687      3 Regional         34        Positive            Positive
## 688      2 Regional         16        Positive            Positive
## 689      2 Regional         18        Positive            Positive
## 690      2 Regional         50        Positive            Positive
## 691      2 Regional         45        Positive            Positive
## 692      3 Regional        100        Positive            Positive
## 693      2 Regional         18        Positive            Positive
## 694      2 Regional         23        Positive            Positive
## 695      2 Regional         25        Negative            Negative
## 696      2 Regional         32        Positive            Positive
## 697      2 Regional         30        Positive            Positive
## 698      3 Regional         30        Positive            Positive
## 699      2 Regional         30        Positive            Positive
## 700      2 Regional         18        Positive            Positive
## 701      1 Regional         24        Positive            Positive
## 702      2 Regional         70        Positive            Positive
## 703      2 Regional         28        Positive            Positive
## 704      3 Regional         20        Positive            Negative
## 705      2 Regional         35        Positive            Positive
## 706      2 Regional        117        Positive            Positive
## 707      2 Regional         10        Positive            Positive
## 708      2 Regional         70        Positive            Negative
## 709      2 Regional         35        Positive            Positive
## 710      1 Regional         11        Positive            Positive
## 711      3 Regional         27        Positive            Positive
## 712      2 Regional         12        Positive            Positive
## 713      2 Regional         26        Positive            Positive
## 714      1 Regional         76        Positive            Positive
## 715      2 Regional         32        Positive            Positive
## 716      2 Regional         18        Positive            Positive
## 717      1 Regional         23        Positive            Positive
## 718      1 Regional         10        Positive            Positive
## 719      2 Regional         18        Positive            Positive
## 720      2 Regional         23        Positive            Positive
## 721      2 Regional         25        Positive            Negative
## 722      2 Regional         32        Positive            Positive
## 723      2 Regional         18        Negative            Negative
## 724      3 Regional         17        Positive            Positive
## 725      2 Regional         52        Positive            Positive
## 726      2 Regional         27        Positive            Positive
## 727      1 Regional          7        Positive            Positive
## 728      2 Regional         70        Positive            Positive
## 729      2  Distant         26        Positive            Positive
## 730      3 Regional         55        Positive            Positive
## 731      3 Regional         20        Negative            Negative
## 732      2 Regional         15        Positive            Positive
## 733      3 Regional         20        Positive            Positive
## 734      2 Regional         20        Positive            Positive
## 735      2 Regional         61        Positive            Positive
## 736      2 Regional          8        Positive            Negative
## 737      2 Regional         15        Positive            Positive
## 738      2 Regional         12        Positive            Positive
## 739      3 Regional         40        Positive            Positive
## 740      2 Regional         25        Positive            Positive
## 741      2 Regional        140        Positive            Positive
## 742      2 Regional         12        Positive            Negative
## 743      2 Regional         21        Positive            Positive
## 744      3 Regional         23        Positive            Positive
## 745      3 Regional         20        Positive            Positive
## 746      2 Regional         17        Positive            Positive
## 747      2 Regional         65        Positive            Positive
## 748      2 Regional         80        Positive            Positive
## 749      2 Regional         19        Positive            Positive
## 750      2 Regional         12        Positive            Positive
## 751      1 Regional         11        Positive            Positive
## 752      3 Regional         40        Positive            Positive
## 753      3 Regional         26        Positive            Positive
## 754      2 Regional         30        Positive            Positive
## 755      2 Regional         50        Positive            Positive
## 756      2 Regional         44        Positive            Positive
## 757      2 Regional         21        Positive            Positive
## 758      3 Regional         35        Positive            Positive
## 759      2 Regional         22        Positive            Positive
## 760      2 Regional         55        Positive            Positive
## 761      2 Regional         17        Positive            Positive
## 762      2 Regional          1        Positive            Positive
## 763      2 Regional         23        Positive            Positive
## 764      2 Regional         25        Positive            Positive
## 765      1 Regional         14        Positive            Positive
## 766      3 Regional         25        Positive            Positive
## 767      2 Regional         35        Positive            Positive
## 768     NA Regional         20        Positive            Positive
## 769      3 Regional         25        Positive            Positive
## 770      2 Regional         90        Positive            Positive
## 771      2 Regional         13        Positive            Positive
## 772      2 Regional         12        Positive            Negative
## 773      2 Regional         45        Positive            Positive
## 774      2 Regional         15        Positive            Positive
## 775      2 Regional         35        Positive            Negative
## 776      2 Regional         17        Positive            Positive
## 777      2 Regional         24        Positive            Positive
## 778      1 Regional         55        Positive            Positive
## 779      3 Regional         16        Positive            Positive
## 780      2 Regional         20        Positive            Positive
## 781      2 Regional         18        Positive            Positive
## 782      2 Regional         32        Positive            Positive
## 783      3 Regional         30        Positive            Positive
## 784      2 Regional         30        Positive            Positive
## 785      3 Regional         19        Positive            Positive
## 786      3 Regional         24        Positive            Positive
## 787      2  Distant         18        Positive            Positive
## 788      2 Regional         25        Negative            Negative
## 789      1 Regional         19        Positive            Positive
## 790      2 Regional         30        Positive            Positive
## 791      2 Regional         32        Positive            Positive
## 792      2 Regional         16        Positive            Negative
## 793      2 Regional          2        Positive            Negative
## 794      2 Regional         30        Positive            Positive
## 795      2 Regional         27        Positive            Negative
## 796      2 Regional         10        Positive            Positive
## 797      2 Regional         10        Positive            Positive
## 798      2 Regional         18        Positive            Positive
## 799      2 Regional         30        Positive            Positive
## 800      2 Regional         22        Positive            Positive
## 801      2 Regional         40        Positive            Positive
## 802      3 Regional         65        Negative            Negative
## 803      2 Regional         13        Positive            Negative
## 804      1 Regional          6        Positive            Positive
## 805      3 Regional         40        Positive            Positive
## 806      2 Regional         19        Negative            Positive
## 807      3 Regional         20        Positive            Positive
## 808      2 Regional         45        Positive            Positive
## 809      2 Regional         31        Positive            Positive
## 810      3 Regional         30        Negative            Negative
## 811      3 Regional         14        Positive            Positive
## 812      3 Regional         35        Positive            Positive
## 813      1 Regional         10        Positive            Positive
## 814      3 Regional         25        Positive            Positive
## 815      2 Regional         40        Positive            Negative
## 816      3 Regional         45        Positive            Positive
## 817      1 Regional         21        Positive            Positive
## 818      2 Regional         28        Positive            Positive
## 819      2 Regional          4        Positive            Positive
## 820      2 Regional         25        Negative            Negative
## 821      2 Regional         15        Positive            Positive
## 822      2 Regional         61        Positive            Negative
## 823      2 Regional         22        Positive            Positive
## 824      3 Regional         27        Positive            Positive
## 825      2 Regional         19        Positive            Positive
## 826      2 Regional         25        Positive            Positive
## 827      2 Regional          8        Positive            Positive
## 828      2 Regional         23        Positive            Positive
## 829      1 Regional         80        Positive            Negative
## 830      2 Regional          7        Positive            Positive
## 831      2 Regional         15        Positive            Positive
## 832      3 Regional         13        Positive            Positive
## 833      2 Regional         30        Positive            Positive
## 834      2 Regional         50        Positive            Positive
## 835      2 Regional         31        Positive            Negative
## 836      2 Regional         30        Positive            Positive
## 837      2 Regional         15        Positive            Positive
## 838      2 Regional         15        Positive            Positive
## 839      2 Regional         50        Positive            Positive
## 840      2 Regional         25        Positive            Positive
## 841      2 Regional         30        Positive            Positive
## 842      3 Regional         60        Positive            Positive
## 843      1 Regional         21        Positive            Positive
## 844      2 Regional         51        Positive            Positive
## 845      2 Regional         18        Positive            Positive
## 846      3  Distant         25        Positive            Positive
## 847      3 Regional         50        Negative            Negative
## 848      3 Regional          8        Positive            Positive
## 849      2 Regional         40        Positive            Positive
## 850      1 Regional         16        Positive            Positive
## 851      3 Regional         18        Positive            Positive
## 852      2 Regional         13        Positive            Positive
## 853      2 Regional         35        Positive            Positive
## 854      3 Regional         12        Positive            Positive
## 855      2 Regional         50        Positive            Positive
## 856      3 Regional         29        Positive            Positive
## 857      2 Regional         20        Positive            Positive
## 858      2 Regional          7        Positive            Negative
## 859      1 Regional         21        Positive            Positive
## 860      3 Regional         20        Positive            Negative
## 861      1 Regional         22        Positive            Positive
## 862      3 Regional         31        Positive            Positive
## 863      3 Regional         45        Positive            Negative
## 864      2 Regional         25        Positive            Positive
## 865      2 Regional         35        Positive            Positive
## 866      3  Distant         15        Positive            Positive
## 867      2 Regional         22        Negative            Negative
## 868      2 Regional         15        Positive            Positive
## 869      3 Regional         16        Positive            Positive
## 870      2 Regional         26        Positive            Positive
## 871      2 Regional         35        Positive            Positive
## 872      2 Regional         30        Positive            Positive
## 873      3 Regional         23        Positive            Positive
## 874      2 Regional         18        Positive            Positive
## 875      3 Regional        123        Positive            Positive
## 876      2 Regional         16        Positive            Positive
## 877      2 Regional         11        Positive            Positive
## 878      2 Regional         75        Negative            Negative
## 879      3 Regional         60        Positive            Positive
## 880      2 Regional         20        Positive            Negative
## 881      2 Regional         15        Positive            Positive
## 882      2 Regional         27        Positive            Positive
## 883      2 Regional          9        Positive            Positive
## 884      3 Regional         60        Positive            Positive
## 885      1 Regional          7        Positive            Negative
## 886      3 Regional         19        Positive            Positive
## 887      2 Regional         15        Positive            Positive
## 888      3  Distant         40        Positive            Negative
## 889      2 Regional         19        Positive            Negative
## 890      3 Regional        130        Positive            Positive
## 891      2 Regional         30        Positive            Positive
## 892      2 Regional         70        Positive            Positive
## 893      3 Regional         24        Positive            Positive
## 894      2 Regional        110        Positive            Positive
## 895      1 Regional        133        Positive            Positive
## 896      1 Regional         22        Positive            Positive
## 897      3 Regional         55        Positive            Positive
## 898      3 Regional         95        Negative            Negative
## 899      2 Regional         25        Positive            Negative
## 900      2 Regional         13        Positive            Positive
## 901      2 Regional         12        Positive            Positive
## 902      2 Regional         17        Positive            Positive
## 903      1 Regional         10        Positive            Positive
## 904      3 Regional         70        Positive            Positive
## 905      2 Regional         30        Positive            Positive
## 906      2 Regional         20        Positive            Positive
## 907      2  Distant        107        Positive            Positive
## 908      2  Distant         40        Positive            Negative
## 909      2 Regional         30        Negative            Negative
## 910      3 Regional         90        Positive            Positive
## 911      2 Regional         16        Positive            Positive
## 912      2 Regional         47        Positive            Positive
## 913      2 Regional         30        Positive            Positive
## 914      2 Regional          7        Positive            Positive
## 915      1 Regional         30        Positive            Positive
## 916      2 Regional         20        Positive            Positive
## 917      2 Regional         60        Positive            Positive
## 918      3 Regional         30        Positive            Negative
## 919      2 Regional         14        Positive            Positive
## 920      3 Regional         20        Negative            Negative
## 921      1 Regional         27        Positive            Positive
## 922      2 Regional         40        Positive            Positive
## 923      2 Regional         92        Positive            Positive
## 924      2 Regional          7        Positive            Positive
## 925      3 Regional         20        Positive            Positive
## 926      1 Regional         22        Positive            Positive
## 927      1 Regional          8        Positive            Positive
## 928      1 Regional         50        Positive            Negative
## 929      2 Regional         22        Positive            Positive
## 930      1 Regional         14        Positive            Positive
## 931      3 Regional         30        Positive            Positive
## 932      2 Regional         50        Positive            Positive
## 933      3 Regional         15        Negative            Negative
## 934      2 Regional         25        Positive            Positive
## 935      2 Regional         18        Positive            Positive
## 936      3 Regional         35        Positive            Positive
## 937      3 Regional         13        Positive            Positive
## 938      2 Regional        100        Positive            Negative
## 939      3 Regional        105        Negative            Negative
## 940      2 Regional         20        Positive            Positive
## 941      2 Regional         15        Positive            Positive
## 942      2 Regional         30        Positive            Positive
## 943      3 Regional         12        Positive            Positive
## 944      3 Regional         50        Positive            Negative
## 945      1 Regional         20        Positive            Positive
## 946      2 Regional          7        Positive            Positive
## 947      2 Regional         42        Positive            Positive
## 948      2  Distant         19        Positive            Positive
## 949      2 Regional         27        Positive            Positive
## 950      3 Regional         14        Negative            Negative
## 951      2 Regional         17        Positive            Negative
## 952      3 Regional         15        Positive            Positive
## 953      3 Regional         13        Positive            Positive
## 954      1 Regional         12        Positive            Positive
## 955      2 Regional         26        Positive            Positive
## 956      2 Regional         20        Positive            Positive
## 957      2 Regional         17        Positive            Positive
## 958      2 Regional         20        Positive            Positive
## 959      2 Regional         24        Positive            Positive
## 960      2 Regional         30        Positive            Positive
## 961      2 Regional         16        Positive            Positive
## 962      3 Regional         18        Positive            Negative
## 963      2 Regional         30        Positive            Positive
## 964      2 Regional         52        Positive            Negative
## 965      2 Regional         60        Positive            Positive
## 966      3 Regional         21        Positive            Positive
## 967      2 Regional         33        Positive            Positive
## 968      2 Regional          6        Positive            Positive
## 969      3 Regional         25        Negative            Negative
## 970      2 Regional         15        Positive            Positive
## 971      2 Regional         14        Positive            Positive
## 972      2 Regional        105        Positive            Positive
## 973      1 Regional         35        Positive            Positive
## 974      2 Regional         57        Negative            Negative
## 975      3 Regional         20        Negative            Negative
## 976      3 Regional         20        Positive            Positive
## 977      3 Regional         28        Positive            Positive
## 978      2 Regional         60        Positive            Positive
## 979      2 Regional         25        Positive            Positive
## 980      1 Regional         12        Positive            Positive
## 981      1 Regional         69        Positive            Negative
## 982      1 Regional         55        Positive            Positive
## 983      2 Regional         60        Positive            Positive
## 984      2 Regional         20        Positive            Positive
## 985      3 Regional         13        Negative            Negative
## 986      3 Regional        100        Positive            Positive
## 987      2 Regional          2        Negative            Negative
## 988      3 Regional         20        Positive            Positive
## 989      1 Regional         38        Positive            Positive
## 990      2  Distant         24        Positive            Positive
## 991      2 Regional         25        Positive            Positive
## 992      2 Regional         15        Positive            Positive
## 993      2 Regional         25        Positive            Positive
## 994      1 Regional         51        Positive            Positive
## 995      2 Regional         35        Positive            Positive
## 996      3 Regional         25        Negative            Negative
## 997      2 Regional         45        Positive            Positive
## 998      1 Regional         21        Positive            Positive
## 999      2 Regional         19        Positive            Positive
## 1000     2 Regional         40        Positive            Positive
## 1001     2 Regional          9        Positive            Positive
## 1002     2 Regional         22        Positive            Positive
## 1003     3 Regional         38        Positive            Positive
## 1004     2 Regional         50        Positive            Negative
## 1005     3 Regional         30        Positive            Positive
## 1006     1 Regional         23        Positive            Positive
## 1007     3 Regional         21        Positive            Positive
## 1008     2 Regional        140        Positive            Positive
## 1009     2 Regional         60        Positive            Positive
## 1010     3 Regional         17        Negative            Negative
## 1011     3 Regional         55        Positive            Positive
## 1012     2 Regional         17        Positive            Positive
## 1013     2 Regional         29        Positive            Positive
## 1014    NA Regional         40        Negative            Negative
## 1015     2 Regional         17        Positive            Positive
## 1016     3 Regional         30        Negative            Negative
## 1017     2 Regional         32        Positive            Positive
## 1018     2  Distant         40        Positive            Positive
## 1019     2 Regional         15        Positive            Positive
## 1020     2 Regional         35        Positive            Positive
## 1021     3 Regional         32        Positive            Positive
## 1022     1 Regional         21        Positive            Positive
## 1023     3 Regional         25        Positive            Negative
## 1024     2 Regional         33        Negative            Negative
## 1025     2 Regional         22        Positive            Positive
## 1026     2 Regional         15        Positive            Positive
## 1027     2 Regional         32        Positive            Positive
## 1028     2 Regional          6        Positive            Positive
## 1029     2 Regional         30        Positive            Positive
## 1030     3 Regional         14        Positive            Positive
## 1031     1 Regional         10        Positive            Positive
## 1032     2 Regional         12        Positive            Positive
## 1033     2 Regional         15        Positive            Positive
## 1034     3 Regional         21        Negative            Negative
## 1035     2 Regional         20        Positive            Positive
## 1036     3 Regional         20        Negative            Negative
## 1037     2 Regional         15        Positive            Positive
## 1038     3 Regional         54        Positive            Negative
## 1039     1 Regional         21        Positive            Positive
## 1040     2 Regional         22        Positive            Negative
## 1041     2  Distant         22        Positive            Positive
## 1042     2 Regional         17        Positive            Positive
## 1043     2 Regional         25        Positive            Positive
## 1044     2 Regional         22        Positive            Positive
## 1045     2 Regional         45        Positive            Positive
## 1046     2 Regional         11        Positive            Positive
## 1047     2 Regional         17        Negative            Negative
## 1048     2 Regional         17        Positive            Positive
## 1049     1 Regional         40        Positive            Negative
## 1050     3 Regional          5        Positive            Positive
## 1051     2 Regional         13        Positive            Positive
## 1052     2 Regional         19        Positive            Positive
## 1053     2 Regional         19        Positive            Positive
## 1054     2 Regional         35        Negative            Negative
## 1055     2 Regional         16        Positive            Positive
## 1056     2 Regional         15        Positive            Positive
## 1057     2 Regional         23        Positive            Positive
## 1058     2 Regional         15        Positive            Positive
## 1059     3 Regional         19        Positive            Positive
## 1060     2 Regional         18        Positive            Positive
## 1061     2 Regional         16        Positive            Positive
## 1062    NA Regional         21        Positive            Positive
## 1063     2 Regional         32        Positive            Positive
## 1064     3 Regional         13        Negative            Negative
## 1065     3 Regional         16        Positive            Positive
## 1066     2 Regional         40        Positive            Positive
## 1067     2 Regional         50        Positive            Positive
## 1068     2 Regional         35        Positive            Positive
## 1069     3 Regional         16        Positive            Positive
## 1070     3 Regional         35        Positive            Positive
## 1071     3 Regional         36        Positive            Negative
## 1072     2 Regional         35        Positive            Positive
## 1073     2 Regional         55        Positive            Positive
## 1074     2 Regional         25        Positive            Positive
## 1075     3 Regional         22        Positive            Positive
## 1076     2 Regional         17        Positive            Negative
## 1077     3 Regional         55        Negative            Negative
## 1078     2 Regional         10        Negative            Negative
## 1079     2 Regional         23        Positive            Positive
## 1080     3 Regional         25        Positive            Positive
## 1081     3 Regional          5        Positive            Positive
## 1082     2 Regional         16        Positive            Positive
## 1083     3 Regional         55        Positive            Negative
## 1084     3 Regional         24        Positive            Positive
## 1085     3 Regional         21        Positive            Positive
## 1086     2 Regional         13        Positive            Positive
## 1087     2  Distant         22        Positive            Positive
## 1088     3 Regional         14        Positive            Positive
## 1089     3 Regional         30        Negative            Positive
## 1090     2 Regional         18        Positive            Negative
## 1091     3 Regional         16        Negative            Negative
## 1092     3 Regional         56        Positive            Positive
## 1093     2 Regional         31        Positive            Positive
## 1094     1 Regional         14        Positive            Positive
## 1095     2 Regional         15        Positive            Positive
## 1096     2 Regional         82        Positive            Positive
## 1097     2 Regional         16        Positive            Positive
## 1098     2 Regional         16        Positive            Positive
## 1099     1 Regional         16        Positive            Positive
## 1100     2 Regional         16        Positive            Positive
## 1101     2 Regional         50        Positive            Positive
## 1102     2 Regional         25        Positive            Positive
## 1103     2 Regional         18        Positive            Positive
## 1104     2 Regional         25        Positive            Positive
## 1105     2 Regional         18        Positive            Positive
## 1106     2 Regional         30        Positive            Positive
## 1107     3 Regional         65        Negative            Negative
## 1108     3 Regional          1        Positive            Positive
## 1109     2 Regional         25        Positive            Positive
## 1110     1 Regional         20        Positive            Positive
## 1111     2 Regional         30        Positive            Positive
## 1112     2 Regional         30        Positive            Positive
## 1113     2 Regional         18        Positive            Positive
## 1114     3 Regional         16        Positive            Positive
## 1115     2 Regional         50        Positive            Positive
## 1116     2 Regional         52        Negative            Positive
## 1117     2 Regional         37        Positive            Positive
## 1118     2 Regional         25        Positive            Positive
## 1119     3 Regional         40        Positive            Positive
## 1120     2 Regional         50        Positive            Negative
## 1121     1 Regional         15        Positive            Positive
## 1122     1 Regional         25        Positive            Positive
## 1123     2 Regional         80        Positive            Positive
## 1124     2 Regional         13        Positive            Positive
## 1125     3 Regional         25        Positive            Positive
## 1126     2 Regional         40        Positive            Positive
## 1127     3 Regional         15        Positive            Positive
## 1128     2 Regional         19        Positive            Positive
## 1129     2 Regional         65        Positive            Positive
## 1130     3 Regional         18        Positive            Positive
## 1131     2 Regional         15        Negative            Negative
## 1132     2 Regional         16        Positive            Positive
## 1133     2 Regional         23        Negative            Negative
## 1134     3 Regional         21        Positive            Positive
## 1135     2 Regional         10        Positive            Positive
## 1136     2 Regional         20        Positive            Positive
## 1137     3 Regional         40        Positive            Positive
## 1138     2 Regional         31        Negative            Negative
## 1139     2 Regional         15        Positive            Positive
## 1140     2  Distant         11        Negative            Positive
## 1141     2 Regional         55        Positive            Positive
## 1142     2 Regional         15        Positive            Positive
## 1143     2 Regional         37        Positive            Positive
## 1144     2 Regional         42        Positive            Positive
## 1145     1 Regional         22        Positive            Positive
## 1146     3 Regional         48        Negative            Negative
## 1147     1 Regional         15        Positive            Positive
## 1148     1 Regional          7        Positive            Positive
## 1149     3 Regional         40        Positive            Positive
## 1150     2 Regional         12        Positive            Positive
## 1151     2 Regional         12        Positive            Positive
## 1152     2 Regional         65        Positive            Positive
## 1153     3 Regional         15        Positive            Positive
## 1154     2 Regional         16        Positive            Positive
## 1155     3 Regional         22        Positive            Positive
## 1156     2 Regional         35        Positive            Positive
## 1157     3 Regional         25        Positive            Positive
## 1158     2 Regional         20        Positive            Positive
## 1159     2 Regional         18        Positive            Positive
## 1160     2 Regional         85        Positive            Positive
## 1161     3 Regional         25        Positive            Positive
## 1162     3 Regional        100        Positive            Positive
## 1163     3 Regional         15        Positive            Positive
## 1164     2 Regional         18        Positive            Positive
## 1165     2 Regional         14        Positive            Positive
## 1166     2 Regional         23        Positive            Negative
## 1167     3 Regional         40        Positive            Positive
## 1168     3 Regional         17        Positive            Negative
## 1169     2 Regional         21        Positive            Positive
## 1170     2 Regional         22        Positive            Positive
## 1171     2 Regional         31        Positive            Negative
## 1172     2 Regional         11        Positive            Positive
## 1173     2 Regional         19        Positive            Positive
## 1174     2 Regional         35        Positive            Positive
## 1175     1 Regional          9        Positive            Positive
## 1176     3 Regional         21        Positive            Negative
## 1177     3 Regional          6        Positive            Negative
## 1178     2 Regional         20        Positive            Positive
## 1179     3  Distant         60        Positive            Negative
## 1180     3 Regional         38        Positive            Positive
## 1181     2 Regional          9        Negative            Negative
## 1182     2 Regional         11        Positive            Positive
## 1183     2 Regional         30        Positive            Negative
## 1184     2 Regional         22        Positive            Negative
## 1185     2 Regional         25        Positive            Positive
## 1186     2 Regional         13        Positive            Negative
## 1187     3 Regional         30        Positive            Positive
## 1188     2 Regional         25        Positive            Negative
## 1189     2 Regional         25        Positive            Positive
## 1190     2 Regional         48        Positive            Positive
## 1191     1 Regional          6        Positive            Positive
## 1192     3  Distant         14        Positive            Positive
## 1193     2 Regional          7        Positive            Positive
## 1194     1 Regional         90        Positive            Positive
## 1195     2 Regional         25        Negative            Negative
## 1196     2 Regional         15        Positive            Positive
## 1197     3 Regional        120        Negative            Negative
## 1198     2 Regional         14        Positive            Positive
## 1199     2 Regional         15        Positive            Positive
## 1200     1 Regional         35        Positive            Positive
## 1201     2 Regional         30        Positive            Positive
## 1202     2 Regional         16        Positive            Positive
## 1203     2 Regional          9        Positive            Positive
## 1204     3 Regional         23        Negative            Negative
## 1205     2 Regional         17        Positive            Positive
## 1206     2 Regional         43        Positive            Positive
## 1207     2 Regional         19        Positive            Positive
## 1208     3 Regional         21        Positive            Positive
## 1209     1 Regional         17        Positive            Positive
## 1210     3 Regional         45        Positive            Positive
## 1211     2 Regional         18        Positive            Positive
## 1212     3 Regional         43        Negative            Negative
## 1213     3 Regional         61        Negative            Negative
## 1214     1 Regional         27        Positive            Positive
## 1215     2 Regional         15        Negative            Negative
## 1216     3 Regional         25        Positive            Negative
## 1217     3 Regional         31        Positive            Positive
## 1218     1 Regional         50        Positive            Positive
## 1219     2 Regional         30        Positive            Positive
## 1220     2 Regional         38        Positive            Negative
## 1221     3 Regional          5        Positive            Positive
## 1222     3 Regional         11        Positive            Positive
## 1223     3 Regional         35        Positive            Negative
## 1224     1 Regional          7        Positive            Positive
## 1225     3 Regional         14        Positive            Positive
## 1226     2 Regional        120        Positive            Positive
## 1227     1 Regional         14        Positive            Positive
## 1228     2 Regional         33        Positive            Positive
## 1229     1 Regional         19        Positive            Positive
## 1230     2 Regional         19        Positive            Positive
## 1231     1 Regional         15        Positive            Positive
## 1232     3 Regional         18        Positive            Positive
## 1233     2 Regional         47        Positive            Positive
## 1234     2 Regional         13        Positive            Positive
## 1235     1 Regional         25        Positive            Positive
## 1236     3 Regional         28        Negative            Negative
## 1237     2 Regional         16        Positive            Positive
## 1238     2 Regional         31        Positive            Positive
## 1239     2 Regional          4        Positive            Positive
## 1240     2 Regional         31        Positive            Positive
## 1241     3 Regional         30        Negative            Positive
## 1242     1 Regional         55        Positive            Positive
## 1243     2 Regional         30        Positive            Positive
## 1244     2 Regional         14        Positive            Positive
## 1245     3 Regional         17        Positive            Positive
## 1246     2 Regional         21        Positive            Positive
## 1247     2 Regional         70        Negative            Negative
## 1248     1 Regional         30        Positive            Positive
## 1249     1 Regional         15        Positive            Positive
## 1250     3  Distant         40        Positive            Positive
## 1251     2 Regional          8        Positive            Positive
## 1252     1 Regional          7        Positive            Positive
## 1253     2 Regional         40        Negative            Negative
## 1254     1 Regional         35        Positive            Positive
## 1255     2 Regional         16        Positive            Positive
## 1256     2 Regional         30        Positive            Positive
## 1257     2 Regional         18        Positive            Positive
## 1258     2 Regional         30        Positive            Positive
## 1259     1 Regional         15        Positive            Negative
## 1260     1 Regional         12        Positive            Positive
## 1261     3 Regional         40        Positive            Positive
## 1262     3 Regional         57        Positive            Positive
## 1263     2 Regional         60        Positive            Positive
## 1264     2 Regional         38        Positive            Positive
## 1265     3 Regional         55        Positive            Positive
## 1266     3 Regional         24        Negative            Negative
## 1267     2 Regional         20        Positive            Positive
## 1268     3 Regional         40        Negative            Negative
## 1269     2 Regional         38        Positive            Positive
## 1270     2 Regional         70        Positive            Positive
## 1271     2 Regional         18        Positive            Positive
## 1272     2 Regional         25        Positive            Positive
## 1273     2 Regional         74        Positive            Positive
## 1274     2 Regional         60        Positive            Positive
## 1275     1 Regional         60        Positive            Positive
## 1276     3 Regional         23        Positive            Positive
## 1277     2 Regional         45        Positive            Positive
## 1278     3 Regional         21        Positive            Positive
## 1279     3 Regional         14        Positive            Negative
## 1280     2 Regional         13        Positive            Positive
## 1281     3 Regional         20        Positive            Positive
## 1282     1 Regional         21        Positive            Positive
## 1283     3 Regional         25        Positive            Positive
## 1284     2 Regional         22        Positive            Positive
## 1285     2 Regional          8        Positive            Positive
## 1286     2 Regional         25        Positive            Positive
## 1287     1 Regional         25        Positive            Positive
## 1288     2 Regional         70        Positive            Positive
## 1289     2 Regional         11        Positive            Positive
## 1290     2 Regional         80        Negative            Negative
## 1291     2 Regional         16        Positive            Positive
## 1292     2 Regional         18        Positive            Positive
## 1293     3 Regional         15        Positive            Positive
## 1294     1 Regional         26        Positive            Positive
## 1295     2 Regional         20        Positive            Positive
## 1296     3 Regional         18        Positive            Positive
## 1297     1 Regional         18        Positive            Positive
## 1298     2 Regional         14        Positive            Positive
## 1299     2 Regional         42        Positive            Positive
## 1300     3 Regional         58        Positive            Negative
## 1301     2 Regional         18        Positive            Positive
## 1302     3 Regional         25        Positive            Positive
## 1303     2 Regional          9        Positive            Positive
## 1304     3 Regional         19        Positive            Positive
## 1305     2 Regional         11        Positive            Positive
## 1306     3 Regional         15        Positive            Positive
## 1307     2 Regional         21        Positive            Negative
## 1308     3 Regional         52        Positive            Positive
## 1309     2 Regional         40        Positive            Positive
## 1310     1 Regional         11        Positive            Positive
## 1311     1 Regional         20        Positive            Positive
## 1312     2 Regional         33        Positive            Positive
## 1313     2 Regional         14        Positive            Positive
## 1314     2 Regional         28        Positive            Negative
## 1315     3  Distant         20        Positive            Positive
## 1316     2 Regional         19        Positive            Positive
## 1317     2 Regional        100        Positive            Positive
## 1318     3 Regional          9        Negative            Negative
## 1319     2 Regional         25        Positive            Positive
## 1320     2 Regional         15        Positive            Positive
## 1321     3 Regional         60        Positive            Negative
## 1322     2 Regional         76        Positive            Positive
## 1323     3 Regional         16        Negative            Negative
## 1324     2 Regional         20        Positive            Positive
## 1325     3 Regional         45        Positive            Positive
## 1326     3  Distant         35        Positive            Positive
## 1327     3 Regional         18        Positive            Negative
## 1328     2 Regional         20        Positive            Positive
## 1329     2 Regional         26        Positive            Positive
## 1330     1 Regional         35        Positive            Positive
## 1331     3 Regional         40        Positive            Positive
## 1332     2 Regional         30        Positive            Positive
## 1333     2 Regional         12        Positive            Positive
## 1334     2 Regional         19        Positive            Positive
## 1335     3 Regional         28        Positive            Positive
## 1336     1 Regional         28        Positive            Positive
## 1337     1 Regional         22        Positive            Positive
## 1338     2 Regional          8        Positive            Positive
## 1339     3 Regional         32        Positive            Positive
## 1340     2 Regional         45        Positive            Positive
## 1341     2 Regional         55        Positive            Positive
## 1342     1 Regional          9        Positive            Positive
## 1343     2 Regional         23        Positive            Positive
## 1344     2 Regional         20        Positive            Negative
## 1345     2 Regional         35        Positive            Positive
## 1346     2 Regional         23        Positive            Positive
## 1347     2 Regional         80        Positive            Positive
## 1348     2 Regional         15        Positive            Positive
## 1349     2 Regional          9        Positive            Positive
## 1350     3 Regional         30        Positive            Positive
## 1351     2 Regional         20        Negative            Negative
## 1352     2 Regional         66        Positive            Positive
## 1353     2 Regional         22        Positive            Positive
## 1354     2 Regional         16        Negative            Negative
## 1355     1 Regional         14        Positive            Positive
## 1356     3 Regional         80        Positive            Positive
## 1357     2 Regional         25        Positive            Positive
## 1358     3 Regional         10        Positive            Positive
## 1359     1 Regional         22        Positive            Positive
## 1360     1 Regional         12        Positive            Positive
## 1361     2 Regional         19        Positive            Positive
## 1362     2 Regional         17        Positive            Positive
## 1363     1 Regional         25        Positive            Positive
## 1364     2 Regional          9        Positive            Positive
## 1365     1 Regional          9        Positive            Positive
## 1366     3 Regional         33        Positive            Positive
## 1367     2 Regional         37        Positive            Positive
## 1368     1 Regional         24        Positive            Positive
## 1369     2 Regional         18        Positive            Positive
## 1370     3 Regional         75        Positive            Positive
## 1371     3 Regional         25        Positive            Negative
## 1372     1 Regional         10        Positive            Positive
## 1373     2 Regional         36        Positive            Positive
## 1374     2 Regional         26        Positive            Positive
## 1375     2 Regional         14        Positive            Positive
## 1376     2 Regional         82        Positive            Positive
## 1377     2 Regional         30        Positive            Positive
## 1378     1  Distant         12        Positive            Positive
## 1379     3 Regional         22        Negative            Negative
## 1380     2 Regional         16        Positive            Positive
## 1381     2 Regional         16        Positive            Positive
## 1382     3 Regional         40        Negative            Negative
## 1383     2 Regional         20        Positive            Positive
## 1384     3 Regional         28        Positive            Positive
## 1385     2 Regional         21        Positive            Negative
## 1386     2 Regional         24        Positive            Positive
## 1387     1 Regional         55        Positive            Positive
## 1388     2 Regional         31        Positive            Negative
## 1389     2 Regional         24        Positive            Positive
## 1390     2 Regional         37        Positive            Positive
## 1391     1 Regional         30        Positive            Positive
## 1392     3 Regional         20        Positive            Positive
## 1393     1 Regional         14        Positive            Positive
## 1394     2 Regional         20        Positive            Positive
## 1395     3 Regional         27        Positive            Positive
## 1396     2 Regional         12        Positive            Positive
## 1397     2 Regional         80        Positive            Positive
## 1398     2 Regional         23        Positive            Positive
## 1399     2 Regional         14        Positive            Positive
## 1400     2 Regional         10        Positive            Positive
## 1401     3 Regional         22        Positive            Negative
## 1402     3 Regional         15        Positive            Positive
## 1403     2 Regional         27        Positive            Positive
## 1404     2 Regional         20        Positive            Positive
## 1405     1 Regional         31        Positive            Positive
## 1406     2 Regional         14        Positive            Positive
## 1407     2 Regional         40        Positive            Positive
## 1408     2 Regional         25        Positive            Positive
## 1409     3 Regional         35        Positive            Positive
## 1410     2 Regional         20        Positive            Positive
## 1411     2 Regional         42        Positive            Negative
## 1412     2 Regional         25        Negative            Negative
## 1413     2 Regional         50        Positive            Positive
## 1414     2 Regional         20        Positive            Positive
## 1415     3 Regional         13        Positive            Negative
## 1416     2 Regional          6        Positive            Positive
## 1417     2 Regional         16        Positive            Positive
## 1418     3 Regional         60        Positive            Positive
## 1419     2 Regional         23        Positive            Positive
## 1420     3 Regional         15        Positive            Positive
## 1421     1 Regional         14        Positive            Positive
## 1422     2 Regional          9        Positive            Positive
## 1423     2 Regional         16        Positive            Positive
## 1424     1 Regional         42        Positive            Positive
## 1425     3 Regional         40        Positive            Positive
## 1426     2 Regional         25        Positive            Positive
## 1427     2 Regional         25        Positive            Positive
## 1428     2 Regional         37        Positive            Positive
## 1429     3 Regional         23        Positive            Positive
## 1430     3 Regional         30        Positive            Positive
## 1431     2 Regional         12        Positive            Positive
## 1432     3 Regional         35        Positive            Positive
## 1433     1 Regional         47        Positive            Positive
## 1434     2 Regional         28        Positive            Positive
## 1435     2 Regional         63        Positive            Negative
## 1436     1 Regional          8        Positive            Positive
## 1437     3 Regional         35        Positive            Negative
## 1438     2 Regional         60        Positive            Positive
## 1439     3 Regional         30        Positive            Positive
## 1440     2 Regional         22        Positive            Positive
## 1441     3 Regional         13        Positive            Positive
## 1442     2 Regional         42        Negative            Negative
## 1443     3 Regional         45        Negative            Negative
## 1444     2 Regional         25        Negative            Positive
## 1445     1 Regional         10        Positive            Positive
## 1446     2 Regional         35        Positive            Positive
## 1447     2 Regional         37        Positive            Positive
## 1448     1 Regional         35        Positive            Positive
## 1449     3 Regional         40        Positive            Positive
## 1450     3 Regional         17        Positive            Negative
## 1451     3 Regional         12        Positive            Positive
## 1452     2 Regional         15        Positive            Positive
## 1453     3 Regional         30        Positive            Positive
## 1454     2 Regional         60        Positive            Positive
## 1455     1 Regional         19        Positive            Positive
## 1456     3 Regional         27        Positive            Positive
## 1457     2 Regional         10        Positive            Positive
## 1458     2 Regional         12        Positive            Positive
## 1459    NA Regional         70        Positive            Positive
## 1460     3 Regional         44        Positive            Positive
## 1461     2 Regional         45        Positive            Positive
## 1462     2 Regional         17        Positive            Negative
## 1463     2 Regional         80        Positive            Positive
## 1464     2 Regional         16        Positive            Positive
## 1465     3 Regional         24        Positive            Positive
## 1466     2 Regional          8        Positive            Positive
## 1467     2 Regional         51        Positive            Positive
## 1468     2 Regional         70        Positive            Positive
## 1469     3 Regional         60        Positive            Negative
## 1470     2 Regional         45        Positive            Positive
## 1471     2 Regional          1        Positive            Positive
## 1472     3 Regional         27        Positive            Positive
## 1473     2 Regional         35        Positive            Positive
## 1474     3 Regional         72        Negative            Negative
## 1475     2 Regional         45        Positive            Positive
## 1476     2 Regional         20        Negative            Negative
## 1477     3 Regional         30        Positive            Positive
## 1478     3 Regional         30        Positive            Positive
## 1479     2 Regional         13        Positive            Positive
## 1480     2 Regional        120        Positive            Positive
## 1481     3 Regional         15        Positive            Positive
## 1482     3 Regional         61        Positive            Positive
## 1483     2 Regional         15        Positive            Positive
## 1484     2  Distant         30        Positive            Positive
## 1485     3 Regional         18        Positive            Positive
## 1486     1 Regional         28        Positive            Positive
## 1487     2 Regional          8        Positive            Positive
## 1488     3 Regional         22        Positive            Positive
## 1489     2 Regional         40        Positive            Negative
## 1490     2 Regional         15        Positive            Positive
## 1491     2 Regional         20        Positive            Negative
## 1492     2 Regional         15        Positive            Positive
## 1493     2 Regional         23        Positive            Positive
## 1494     3 Regional         20        Positive            Positive
## 1495     3 Regional         17        Positive            Negative
## 1496     2 Regional         21        Positive            Positive
## 1497     3 Regional         52        Positive            Positive
## 1498     2 Regional         30        Positive            Negative
## 1499     2 Regional         22        Positive            Positive
## 1500     2 Regional         19        Positive            Positive
## 1501     1 Regional         18        Positive            Positive
## 1502     2 Regional         47        Positive            Negative
## 1503     2 Regional         15        Positive            Negative
## 1504     2 Regional         15        Positive            Positive
## 1505     2 Regional         21        Positive            Positive
## 1506     3 Regional         40        Positive            Positive
## 1507     2 Regional         17        Positive            Positive
## 1508     1 Regional         14        Positive            Positive
## 1509     2 Regional         23        Positive            Positive
## 1510     2 Regional         68        Positive            Positive
## 1511     2 Regional         25        Positive            Positive
## 1512     2 Regional         50        Positive            Positive
## 1513     2 Regional        140        Positive            Positive
## 1514     2 Regional         28        Positive            Positive
## 1515     2 Regional          7        Positive            Positive
## 1516     3 Regional         23        Positive            Positive
## 1517     1 Regional          7        Positive            Positive
## 1518     2 Regional         10        Positive            Positive
## 1519     3 Regional         15        Positive            Positive
## 1520     2 Regional         11        Positive            Positive
## 1521     3 Regional         12        Positive            Positive
## 1522     2 Regional         28        Positive            Positive
## 1523     3 Regional         80        Positive            Positive
## 1524     2 Regional         25        Positive            Positive
## 1525     1 Regional         28        Positive            Positive
## 1526     2 Regional         15        Positive            Positive
## 1527     2 Regional         30        Negative            Negative
## 1528     1 Regional         15        Positive            Positive
## 1529     2 Regional         22        Positive            Positive
## 1530     2 Regional         28        Positive            Positive
## 1531     1 Regional         16        Positive            Positive
## 1532     3 Regional         95        Positive            Positive
## 1533     1 Regional         27        Positive            Positive
## 1534     2 Regional         56        Positive            Negative
## 1535     2 Regional         50        Positive            Positive
## 1536     2 Regional         21        Positive            Positive
## 1537     3 Regional         21        Positive            Positive
## 1538     2 Regional         40        Positive            Positive
## 1539     3 Regional         18        Positive            Positive
## 1540     3 Regional         55        Negative            Negative
## 1541     3 Regional         90        Positive            Positive
## 1542    NA Regional         28        Positive            Positive
## 1543     3 Regional         55        Positive            Positive
## 1544     2 Regional         21        Positive            Positive
## 1545     2 Regional          9        Positive            Positive
## 1546     2 Regional         35        Positive            Positive
## 1547     2 Regional         13        Positive            Positive
## 1548     3 Regional         55        Positive            Positive
## 1549     3 Regional         51        Positive            Positive
## 1550     2 Regional         34        Positive            Positive
## 1551     2 Regional          5        Positive            Positive
## 1552     1 Regional         60        Positive            Positive
## 1553     2 Regional         45        Positive            Positive
## 1554     2 Regional         38        Positive            Positive
## 1555     2 Regional         48        Positive            Positive
## 1556     3 Regional         35        Positive            Negative
## 1557     3 Regional         32        Positive            Negative
## 1558     3 Regional         25        Positive            Positive
## 1559     2 Regional         60        Positive            Positive
## 1560     2 Regional         12        Positive            Positive
## 1561    NA Regional         19        Negative            Negative
## 1562     3 Regional         40        Positive            Positive
## 1563     3 Regional         50        Negative            Negative
## 1564     2 Regional         55        Negative            Positive
## 1565     2 Regional         28        Positive            Positive
## 1566     2 Regional         18        Positive            Negative
## 1567     3 Regional         21        Negative            Negative
## 1568     2 Regional         37        Positive            Positive
## 1569     1 Regional         11        Positive            Positive
## 1570     2 Regional         20        Negative            Negative
## 1571     3 Regional         30        Positive            Positive
## 1572     2 Regional         15        Positive            Positive
## 1573     2 Regional         55        Positive            Negative
## 1574     2 Regional         17        Positive            Positive
## 1575     2 Regional         17        Positive            Positive
## 1576     3 Regional         25        Negative            Positive
## 1577     2 Regional         22        Positive            Positive
## 1578     2 Regional         35        Positive            Positive
## 1579     2 Regional         20        Positive            Positive
## 1580     2 Regional         20        Positive            Positive
## 1581     2 Regional         39        Positive            Positive
## 1582     2 Regional         33        Positive            Negative
## 1583     3 Regional         18        Positive            Positive
## 1584     3 Regional         40        Positive            Positive
## 1585     3 Regional         24        Positive            Negative
## 1586     1 Regional         35        Positive            Negative
## 1587     3 Regional         40        Positive            Positive
## 1588     1 Regional         11        Positive            Negative
## 1589     3 Regional         26        Positive            Positive
## 1590     3 Regional         18        Negative            Negative
## 1591     2 Regional         15        Positive            Positive
## 1592     2 Regional         25        Positive            Positive
## 1593     2 Regional         21        Positive            Positive
## 1594     2 Regional         18        Positive            Positive
## 1595     2 Regional         55        Positive            Positive
## 1596     2 Regional         15        Positive            Positive
## 1597     2 Regional         18        Positive            Positive
## 1598     2 Regional         20        Positive            Positive
## 1599     3 Regional         15        Positive            Positive
## 1600     2 Regional         20        Positive            Positive
## 1601     2 Regional         70        Positive            Positive
## 1602     2 Regional         13        Positive            Positive
## 1603     2 Regional         55        Positive            Negative
## 1604     2 Regional         55        Positive            Positive
## 1605     3 Regional         24        Positive            Positive
## 1606     2 Regional         50        Positive            Positive
## 1607     2 Regional         30        Positive            Positive
## 1608     2 Regional         10        Positive            Positive
## 1609     2 Regional         18        Positive            Positive
## 1610     3 Regional         18        Positive            Positive
## 1611     3 Regional         45        Positive            Positive
## 1612     1 Regional         15        Positive            Positive
## 1613     3 Regional         16        Positive            Negative
## 1614     3 Regional         45        Positive            Negative
## 1615     3 Regional         18        Positive            Negative
## 1616     3 Regional         60        Positive            Positive
## 1617     2 Regional         24        Negative            Negative
## 1618     3 Regional         35        Positive            Positive
## 1619     2 Regional         15        Positive            Positive
## 1620     2 Regional         21        Positive            Positive
## 1621     2 Regional         25        Positive            Positive
## 1622     2 Regional         15        Positive            Positive
## 1623     3 Regional         11        Negative            Negative
## 1624     1  Distant        100        Positive            Positive
## 1625     2 Regional         52        Positive            Positive
## 1626     2 Regional         24        Positive            Positive
## 1627     1 Regional         14        Positive            Positive
## 1628     1 Regional         55        Positive            Positive
## 1629     3  Distant         45        Negative            Negative
## 1630     2 Regional         25        Positive            Positive
## 1631     1 Regional         25        Positive            Positive
## 1632     3 Regional         32        Positive            Negative
## 1633     2 Regional         41        Positive            Positive
## 1634     2 Regional         40        Negative            Negative
## 1635     3 Regional         32        Positive            Positive
## 1636     3 Regional         12        Positive            Positive
## 1637     2 Regional          7        Positive            Positive
## 1638     2 Regional         30        Positive            Positive
## 1639     3 Regional         22        Negative            Negative
## 1640     2 Regional         30        Positive            Positive
## 1641     1 Regional         17        Positive            Positive
## 1642     3 Regional         21        Positive            Positive
## 1643     2 Regional         15        Positive            Positive
## 1644     2 Regional         22        Positive            Positive
## 1645     3 Regional         15        Positive            Positive
## 1646     2 Regional          9        Positive            Positive
## 1647     2 Regional         49        Positive            Positive
## 1648     3 Regional         57        Positive            Positive
## 1649     2 Regional         20        Positive            Positive
## 1650     2 Regional         27        Positive            Negative
## 1651     3 Regional         30        Positive            Positive
## 1652     2 Regional         30        Positive            Positive
## 1653     2 Regional          5        Positive            Positive
## 1654     2 Regional         22        Positive            Positive
## 1655     2 Regional         55        Positive            Positive
## 1656     2 Regional         45        Positive            Positive
## 1657     2 Regional         25        Positive            Negative
## 1658     2 Regional         25        Positive            Positive
## 1659     3 Regional          5        Positive            Negative
## 1660     2 Regional         55        Positive            Positive
## 1661     2 Regional         15        Positive            Negative
## 1662     2 Regional         15        Positive            Positive
## 1663     3 Regional         24        Positive            Positive
## 1664     3 Regional         10        Positive            Positive
## 1665     2 Regional         14        Positive            Positive
## 1666     2 Regional         25        Positive            Positive
## 1667     2 Regional         10        Positive            Positive
## 1668     2 Regional         20        Positive            Positive
## 1669     2 Regional         80        Positive            Positive
## 1670     3 Regional         20        Positive            Positive
## 1671     2 Regional         15        Positive            Negative
## 1672     2 Regional         10        Positive            Positive
## 1673     1 Regional         40        Positive            Positive
## 1674     1 Regional         15        Positive            Positive
## 1675     3 Regional         17        Positive            Positive
## 1676     1 Regional         11        Positive            Positive
## 1677     2 Regional         15        Positive            Positive
## 1678     1 Regional         17        Positive            Negative
## 1679     2 Regional         19        Positive            Positive
## 1680     2 Regional         26        Positive            Positive
## 1681     2 Regional         22        Positive            Positive
## 1682     2 Regional          8        Positive            Positive
## 1683     3 Regional        120        Positive            Positive
## 1684     1 Regional         24        Positive            Positive
## 1685     2 Regional         23        Positive            Positive
## 1686     2 Regional         90        Positive            Positive
## 1687     3 Regional         61        Positive            Positive
## 1688     3 Regional         17        Positive            Positive
## 1689     3 Regional         40        Positive            Positive
## 1690     2 Regional          1        Positive            Positive
## 1691     3 Regional         34        Positive            Positive
## 1692     1 Regional         10        Positive            Positive
## 1693     2 Regional         27        Positive            Positive
## 1694     2 Regional         30        Positive            Positive
## 1695     3 Regional         50        Positive            Positive
## 1696     1 Regional         25        Positive            Positive
## 1697     2 Regional         63        Positive            Positive
## 1698     3 Regional         17        Positive            Positive
## 1699     2 Regional         18        Positive            Positive
## 1700     3 Regional         20        Positive            Positive
## 1701     2 Regional         45        Positive            Positive
## 1702     2 Regional         25        Positive            Positive
## 1703     2 Regional         70        Positive            Positive
## 1704     1 Regional          3        Positive            Positive
## 1705     2 Regional         26        Positive            Positive
## 1706     2 Regional         32        Positive            Positive
## 1707     3 Regional         60        Positive            Positive
## 1708     2 Regional         18        Positive            Positive
## 1709     3 Regional         70        Positive            Positive
## 1710     2 Regional         35        Positive            Positive
## 1711     1 Regional          8        Positive            Positive
## 1712     1 Regional         65        Positive            Positive
## 1713     1  Distant         70        Positive            Positive
## 1714     2 Regional         45        Positive            Negative
## 1715     2 Regional         35        Positive            Positive
## 1716     2 Regional         28        Positive            Positive
## 1717    NA Regional         75        Negative            Negative
## 1718     2 Regional         20        Positive            Positive
## 1719     3 Regional         15        Positive            Positive
## 1720     2 Regional         15        Positive            Positive
## 1721     2 Regional         18        Positive            Positive
## 1722     2 Regional         30        Positive            Positive
## 1723     1 Regional         10        Positive            Positive
## 1724     1 Regional         15        Positive            Positive
## 1725     2 Regional         35        Positive            Positive
## 1726     2 Regional         35        Positive            Positive
## 1727     3 Regional         13        Positive            Positive
## 1728     3 Regional         15        Positive            Positive
## 1729     2 Regional         19        Positive            Positive
## 1730     2 Regional         25        Positive            Positive
## 1731     2 Regional         23        Positive            Negative
## 1732     3 Regional         47        Positive            Positive
## 1733     2 Regional         17        Positive            Positive
## 1734     1 Regional         14        Positive            Positive
## 1735     2 Regional         47        Positive            Positive
## 1736     1 Regional          8        Positive            Positive
## 1737     2 Regional         12        Positive            Positive
## 1738     3 Regional         38        Negative            Negative
## 1739     2 Regional         16        Positive            Positive
## 1740     3 Regional         90        Negative            Negative
## 1741     2 Regional         17        Positive            Positive
## 1742     3 Regional         70        Positive            Negative
## 1743     2 Regional         18        Positive            Positive
## 1744     2 Regional         21        Positive            Positive
## 1745     3 Regional         32        Positive            Positive
## 1746     2 Regional         30        Positive            Positive
## 1747     2 Regional         50        Positive            Negative
## 1748     2 Regional         14        Positive            Positive
## 1749     2 Regional         19        Positive            Negative
## 1750     3 Regional         11        Positive            Positive
## 1751     2 Regional         18        Positive            Positive
## 1752     2 Regional         19        Positive            Positive
## 1753     1 Regional         20        Positive            Positive
## 1754     2 Regional         28        Positive            Positive
## 1755     3 Regional         15        Negative            Negative
## 1756     3 Regional         65        Positive            Positive
## 1757     2 Regional         19        Positive            Positive
## 1758     2 Regional         15        Positive            Positive
## 1759     2 Regional         23        Positive            Positive
## 1760     2 Regional         16        Positive            Positive
## 1761     2 Regional         30        Positive            Positive
## 1762     1 Regional         60        Positive            Negative
## 1763     2 Regional         15        Positive            Positive
## 1764     3 Regional         22        Positive            Positive
## 1765     1 Regional         30        Positive            Positive
## 1766     1 Regional         18        Positive            Positive
## 1767     2 Regional         20        Positive            Positive
## 1768     3 Regional         45        Positive            Positive
## 1769     2 Regional         17        Positive            Positive
## 1770     2 Regional         20        Positive            Positive
## 1771     3 Regional         21        Positive            Positive
## 1772     1 Regional         25        Positive            Positive
## 1773     1 Regional          6        Positive            Positive
## 1774     2 Regional         14        Positive            Positive
## 1775     2 Regional         20        Positive            Positive
## 1776     3 Regional         15        Positive            Positive
## 1777     2 Regional         17        Positive            Negative
## 1778     2 Regional         10        Positive            Positive
## 1779     2 Regional         25        Positive            Positive
## 1780     3 Regional         30        Positive            Negative
## 1781     2 Regional          8        Negative            Negative
## 1782     2 Regional         18        Positive            Positive
## 1783     2 Regional         18        Positive            Negative
## 1784     2 Regional         21        Positive            Positive
## 1785     2 Regional         15        Positive            Positive
## 1786     3 Regional         78        Positive            Negative
## 1787     1 Regional         20        Positive            Positive
## 1788     1 Regional         18        Positive            Positive
## 1789     2 Regional         18        Positive            Positive
## 1790     2  Distant         52        Positive            Positive
## 1791     2 Regional         20        Positive            Positive
## 1792     2 Regional         25        Positive            Positive
## 1793     2 Regional         12        Positive            Positive
## 1794     1 Regional         15        Positive            Positive
## 1795     2 Regional          6        Positive            Positive
## 1796     3 Regional         18        Positive            Positive
## 1797     3 Regional         35        Negative            Negative
## 1798     3 Regional         21        Positive            Positive
## 1799     1 Regional         60        Positive            Positive
## 1800     1 Regional         97        Positive            Negative
## 1801     2 Regional         45        Positive            Positive
## 1802     2 Regional         35        Positive            Negative
## 1803     2 Regional         13        Positive            Positive
## 1804     2 Regional         17        Positive            Negative
## 1805     3 Regional         14        Positive            Positive
## 1806     2 Regional         25        Positive            Positive
## 1807     2 Regional         17        Positive            Positive
## 1808     3 Regional         21        Negative            Negative
## 1809     3 Regional         35        Positive            Positive
## 1810     2 Regional          8        Positive            Positive
## 1811     3 Regional         13        Positive            Positive
## 1812     3 Regional         38        Negative            Negative
## 1813     3 Regional         88        Positive            Positive
## 1814     2 Regional         18        Positive            Positive
## 1815     2 Regional         40        Positive            Positive
## 1816     3 Regional         20        Positive            Positive
## 1817     2 Regional          7        Positive            Positive
## 1818     3 Regional         27        Positive            Negative
## 1819     2 Regional         60        Positive            Positive
## 1820     2 Regional         28        Positive            Positive
## 1821     1 Regional         38        Positive            Positive
## 1822     2 Regional         45        Positive            Negative
## 1823     1 Regional         21        Positive            Positive
## 1824     3 Regional         42        Positive            Positive
## 1825     1 Regional         19        Positive            Positive
## 1826     3 Regional         60        Positive            Positive
## 1827     3 Regional         43        Negative            Negative
## 1828     1 Regional          6        Positive            Positive
## 1829     3 Regional         40        Negative            Negative
## 1830     3 Regional         50        Positive            Positive
## 1831     3 Regional         14        Positive            Positive
## 1832     2 Regional         45        Positive            Negative
## 1833     2 Regional         20        Positive            Positive
## 1834     2 Regional         28        Positive            Negative
## 1835     2 Regional         12        Positive            Positive
## 1836     3 Regional         20        Positive            Positive
## 1837     2 Regional         42        Positive            Positive
## 1838     2 Regional         14        Positive            Positive
## 1839     2 Regional          2        Negative            Negative
## 1840     2 Regional         35        Positive            Positive
## 1841     2 Regional         11        Positive            Negative
## 1842     1 Regional          5        Positive            Positive
## 1843     2 Regional         20        Positive            Negative
## 1844     2 Regional         29        Negative            Negative
## 1845     1 Regional         24        Positive            Positive
## 1846     3 Regional         18        Negative            Negative
## 1847     2 Regional         10        Positive            Negative
## 1848     2 Regional         30        Positive            Positive
## 1849     2 Regional         15        Positive            Positive
## 1850     3 Regional         15        Positive            Positive
## 1851     2 Regional         60        Positive            Positive
## 1852     2 Regional         26        Positive            Positive
## 1853     3 Regional         40        Positive            Negative
## 1854     1 Regional         40        Positive            Positive
## 1855     3 Regional         25        Positive            Negative
## 1856     2 Regional         27        Positive            Positive
## 1857     2 Regional         22        Positive            Negative
## 1858     2 Regional         23        Positive            Positive
## 1859     2 Regional         12        Positive            Positive
## 1860     3 Regional         30        Positive            Positive
## 1861     1 Regional          2        Positive            Positive
## 1862     3 Regional         40        Negative            Negative
## 1863     2 Regional         30        Positive            Positive
## 1864     3 Regional         60        Positive            Positive
## 1865     2 Regional          9        Positive            Positive
## 1866     2 Regional         70        Positive            Positive
## 1867     2 Regional         17        Positive            Positive
## 1868     1 Regional         45        Positive            Positive
## 1869     3 Regional         51        Positive            Positive
## 1870     2 Regional         10        Positive            Positive
## 1871     1 Regional         85        Positive            Positive
## 1872     3 Regional         30        Positive            Negative
## 1873     3 Regional         14        Positive            Positive
## 1874     1 Regional         15        Positive            Positive
## 1875     1 Regional         10        Positive            Positive
## 1876     3 Regional         27        Positive            Negative
## 1877     2 Regional         15        Positive            Positive
## 1878     1 Regional         35        Positive            Positive
## 1879     2 Regional         20        Positive            Positive
## 1880     2 Regional         90        Positive            Positive
## 1881     3 Regional         10        Positive            Positive
## 1882     1 Regional        100        Positive            Positive
## 1883     2 Regional         55        Positive            Positive
## 1884     1 Regional         35        Positive            Positive
## 1885     3 Regional         18        Positive            Positive
## 1886     2 Regional         21        Positive            Positive
## 1887     3 Regional         15        Positive            Positive
## 1888     2 Regional         74        Positive            Positive
## 1889     3 Regional         50        Negative            Negative
## 1890     2 Regional         70        Positive            Negative
## 1891     2 Regional         24        Positive            Positive
## 1892     3 Regional         28        Positive            Negative
## 1893     2 Regional         15        Positive            Negative
## 1894     2 Regional         38        Positive            Negative
## 1895     3 Regional         16        Positive            Positive
## 1896     2 Regional         35        Positive            Positive
## 1897     2 Regional         19        Positive            Positive
## 1898     2 Regional         52        Positive            Positive
## 1899     1 Regional         10        Positive            Positive
## 1900     3 Regional         39        Positive            Positive
## 1901     3 Regional         30        Positive            Positive
## 1902     2 Regional          8        Positive            Positive
## 1903     2 Regional         19        Positive            Negative
## 1904     2 Regional         11        Positive            Positive
## 1905     3 Regional         22        Positive            Negative
## 1906     1 Regional         23        Positive            Positive
## 1907     2 Regional         14        Positive            Positive
## 1908     2 Regional         25        Positive            Positive
## 1909     2 Regional         55        Positive            Positive
## 1910     1 Regional         40        Positive            Positive
## 1911     3 Regional         35        Positive            Positive
## 1912     3 Regional         17        Positive            Positive
## 1913     2 Regional         35        Positive            Positive
## 1914     3 Regional         15        Positive            Positive
## 1915     3 Regional         15        Positive            Positive
## 1916     1 Regional         80        Positive            Positive
## 1917     2 Regional         40        Positive            Positive
## 1918     2 Regional         42        Positive            Negative
## 1919     1 Regional         14        Positive            Positive
## 1920     2 Regional         26        Positive            Positive
## 1921     2 Regional         42        Positive            Negative
## 1922     2 Regional         25        Positive            Positive
## 1923     2 Regional         70        Positive            Positive
## 1924     2 Regional         40        Positive            Positive
## 1925     2 Regional         60        Positive            Positive
## 1926     3 Regional         25        Positive            Positive
## 1927     2 Regional          5        Positive            Positive
## 1928     2 Regional         30        Positive            Negative
## 1929     3 Regional         45        Positive            Positive
## 1930     1 Regional         11        Positive            Positive
## 1931     2 Regional         22        Positive            Positive
## 1932     1 Regional         25        Positive            Positive
## 1933     3 Regional         14        Positive            Positive
## 1934     2 Regional         19        Positive            Positive
## 1935     2 Regional         20        Positive            Positive
## 1936     2 Regional         12        Positive            Negative
## 1937     2 Regional         16        Positive            Positive
## 1938     2 Regional         60        Positive            Positive
## 1939     2 Regional         46        Positive            Positive
## 1940     2  Distant         53        Positive            Positive
## 1941     2 Regional          6        Positive            Negative
## 1942     2 Regional         18        Positive            Positive
## 1943     2 Regional          5        Positive            Positive
## 1944     2 Regional         25        Positive            Positive
## 1945     3 Regional         35        Positive            Positive
## 1946     3 Regional         10        Negative            Negative
## 1947     3 Regional         60        Positive            Positive
## 1948     1 Regional         16        Positive            Positive
## 1949     2 Regional         12        Positive            Positive
## 1950     3 Regional         31        Negative            Negative
## 1951     3 Regional         51        Positive            Positive
## 1952     3 Regional         50        Positive            Negative
## 1953     2 Regional         25        Positive            Positive
## 1954     2 Regional         15        Positive            Positive
## 1955     1 Regional         33        Positive            Positive
## 1956     1 Regional         80        Positive            Positive
## 1957     1 Regional         25        Positive            Positive
## 1958     2 Regional          9        Positive            Positive
## 1959     2 Regional         27        Positive            Positive
## 1960     2 Regional         15        Positive            Positive
## 1961     3 Regional          8        Positive            Positive
## 1962     2 Regional         70        Positive            Positive
## 1963     2 Regional         35        Positive            Positive
## 1964     1 Regional         18        Positive            Positive
## 1965     3 Regional         20        Positive            Positive
## 1966     2 Regional         48        Positive            Positive
## 1967     2 Regional         18        Positive            Positive
## 1968     2 Regional         35        Positive            Positive
## 1969     3 Regional         42        Positive            Positive
## 1970     2 Regional         15        Positive            Positive
## 1971     2 Regional         15        Positive            Positive
## 1972     2 Regional         45        Positive            Positive
## 1973     2 Regional         36        Positive            Positive
## 1974     3 Regional         40        Positive            Positive
## 1975     2 Regional         40        Positive            Positive
## 1976     3 Regional         50        Positive            Positive
## 1977     2 Regional         15        Positive            Positive
## 1978     2 Regional         16        Positive            Positive
## 1979     2 Regional         14        Positive            Negative
## 1980     2 Regional         10        Positive            Positive
## 1981     2 Regional         15        Positive            Positive
## 1982     2 Regional         18        Positive            Positive
## 1983     1 Regional         24        Positive            Positive
## 1984     2 Regional         50        Positive            Positive
## 1985     3 Regional         50        Positive            Positive
## 1986     3 Regional         20        Positive            Positive
## 1987     1 Regional         25        Positive            Positive
## 1988     3 Regional         25        Negative            Negative
## 1989     2 Regional         25        Positive            Positive
## 1990     3 Regional         30        Positive            Positive
## 1991     1 Regional         52        Positive            Positive
## 1992     3 Regional         62        Positive            Positive
## 1993     3 Regional         80        Positive            Positive
## 1994     2 Regional         17        Positive            Positive
## 1995     3  Distant         36        Negative            Negative
## 1996     2 Regional         23        Positive            Negative
## 1997     2 Regional         53        Positive            Positive
## 1998     2 Regional         10        Positive            Positive
## 1999     3 Regional         24        Positive            Positive
## 2000     2 Regional         65        Positive            Positive
## 2001     2 Regional         15        Positive            Positive
## 2002     3 Regional         40        Positive            Positive
## 2003     2 Regional         12        Positive            Positive
## 2004     1 Regional         20        Positive            Positive
## 2005     2 Regional         21        Positive            Positive
## 2006     2 Regional         17        Positive            Positive
## 2007     2 Regional         56        Positive            Negative
## 2008     2 Regional         80        Positive            Positive
## 2009     2 Regional         16        Positive            Positive
## 2010     3 Regional         30        Positive            Positive
## 2011     1 Regional         45        Positive            Positive
## 2012     2 Regional         20        Positive            Positive
## 2013     2 Regional         20        Negative            Negative
## 2014     3 Regional         22        Positive            Positive
## 2015     2 Regional         50        Positive            Positive
## 2016     2 Regional         16        Positive            Positive
## 2017     2 Regional         35        Positive            Negative
## 2018     1 Regional         31        Positive            Positive
## 2019     3 Regional         29        Positive            Positive
## 2020     3 Regional         10        Positive            Positive
## 2021     2 Regional         55        Positive            Positive
## 2022     2 Regional          8        Positive            Positive
## 2023     2 Regional         40        Positive            Positive
## 2024     3 Regional         15        Negative            Negative
## 2025     3 Regional         70        Positive            Positive
## 2026     3 Regional         25        Positive            Positive
## 2027     3 Regional         35        Positive            Positive
## 2028     2 Regional         69        Positive            Negative
## 2029     3  Distant         85        Positive            Positive
## 2030     3 Regional         20        Positive            Positive
## 2031     2 Regional         18        Positive            Positive
## 2032     2 Regional         28        Positive            Positive
## 2033     3 Regional         50        Positive            Positive
## 2034     3 Regional         12        Positive            Positive
## 2035     2 Regional         44        Positive            Positive
## 2036     2 Regional         42        Positive            Positive
## 2037     3 Regional         17        Negative            Negative
## 2038     2 Regional         63        Positive            Positive
## 2039     3 Regional         80        Positive            Positive
## 2040     3 Regional         90        Positive            Positive
## 2041     2 Regional         34        Positive            Positive
## 2042     1 Regional         18        Positive            Positive
## 2043     2 Regional         35        Positive            Positive
## 2044     2 Regional         40        Positive            Positive
## 2045     2 Regional         20        Positive            Negative
## 2046     2 Regional        110        Positive            Positive
## 2047     1 Regional         10        Negative            Positive
## 2048     2 Regional         23        Positive            Positive
## 2049     2 Regional         20        Positive            Positive
## 2050     3 Regional         13        Positive            Positive
## 2051     2 Regional         25        Positive            Positive
## 2052     2 Regional         36        Positive            Positive
## 2053     1 Regional         25        Positive            Positive
## 2054     2 Regional          3        Positive            Positive
## 2055     2 Regional          3        Negative            Negative
## 2056     2 Regional         83        Positive            Positive
## 2057     3 Regional         12        Positive            Positive
## 2058     3 Regional         14        Positive            Positive
## 2059     3  Distant         80        Positive            Positive
## 2060     3 Regional         15        Positive            Positive
## 2061     2 Regional         15        Positive            Positive
## 2062     3 Regional         25        Positive            Positive
## 2063     3 Regional         15        Positive            Positive
## 2064     2 Regional         15        Positive            Positive
## 2065     2 Regional         17        Positive            Negative
## 2066     3 Regional         15        Positive            Positive
## 2067     3 Regional         21        Positive            Positive
## 2068     1 Regional         17        Positive            Positive
## 2069     2 Regional         80        Positive            Positive
## 2070     2 Regional         45        Positive            Negative
## 2071     3 Regional         17        Positive            Positive
## 2072     2 Regional         20        Positive            Positive
## 2073     3 Regional         34        Positive            Positive
## 2074     2 Regional         25        Positive            Positive
## 2075     2 Regional         60        Positive            Positive
## 2076     3 Regional         25        Positive            Positive
## 2077     2 Regional         20        Positive            Positive
## 2078     2 Regional         24        Positive            Positive
## 2079     2 Regional         30        Positive            Positive
## 2080     1 Regional         15        Positive            Positive
## 2081     3 Regional         17        Positive            Positive
## 2082     1 Regional         16        Positive            Positive
## 2083     1 Regional         20        Positive            Positive
## 2084     3 Regional         42        Positive            Negative
## 2085     2 Regional         25        Positive            Positive
## 2086     2 Regional         75        Positive            Positive
## 2087     2 Regional         36        Positive            Positive
## 2088     2 Regional         12        Positive            Positive
## 2089     2 Regional          4        Positive            Negative
## 2090     1 Regional         35        Positive            Positive
## 2091     1 Regional         34        Positive            Positive
## 2092     1 Regional         22        Positive            Positive
## 2093     1 Regional         35        Positive            Positive
## 2094     3 Regional         30        Positive            Positive
## 2095     3 Regional         81        Positive            Positive
## 2096     3 Regional         40        Positive            Positive
## 2097     2 Regional         30        Positive            Positive
## 2098     2 Regional         60        Positive            Positive
## 2099     3 Regional         13        Positive            Positive
## 2100     3 Regional         15        Negative            Positive
## 2101     2 Regional         15        Positive            Positive
## 2102     2 Regional         20        Positive            Positive
## 2103     1 Regional         40        Positive            Positive
## 2104     2 Regional         15        Positive            Positive
## 2105     2 Regional         30        Positive            Positive
## 2106     3 Regional         25        Positive            Positive
## 2107     2 Regional         65        Positive            Positive
## 2108     3 Regional         78        Positive            Positive
## 2109     2 Regional         14        Positive            Negative
## 2110     2 Regional          5        Positive            Positive
## 2111     3 Regional         13        Positive            Positive
## 2112     2 Regional         15        Positive            Positive
## 2113     2 Regional         15        Positive            Positive
## 2114     2 Regional          7        Positive            Positive
## 2115     2 Regional         14        Positive            Positive
## 2116     1 Regional         13        Positive            Positive
## 2117     2 Regional         22        Positive            Positive
## 2118     2 Regional         14        Positive            Positive
## 2119     2  Distant         25        Positive            Positive
## 2120     2 Regional         10        Positive            Positive
## 2121     2 Regional         11        Positive            Positive
## 2122     2 Regional         14        Positive            Positive
## 2123     3 Regional         13        Positive            Negative
## 2124     2 Regional         10        Positive            Positive
## 2125     2 Regional          6        Positive            Positive
## 2126     3 Regional         21        Positive            Positive
## 2127     3 Regional         40        Positive            Positive
## 2128     2 Regional         16        Positive            Positive
## 2129     2 Regional          5        Positive            Positive
## 2130     3 Regional         18        Positive            Negative
## 2131     1 Regional         14        Positive            Negative
## 2132     2 Regional         42        Positive            Positive
## 2133     2 Regional         32        Positive            Positive
## 2134     2 Regional         28        Positive            Positive
## 2135     3 Regional         28        Positive            Positive
## 2136     2 Regional         60        Positive            Negative
## 2137     1  Distant         35        Positive            Positive
## 2138     2 Regional         85        Positive            Negative
## 2139     1 Regional         12        Positive            Positive
## 2140     3 Regional         20        Positive            Positive
## 2141     2 Regional         27        Positive            Positive
## 2142     2 Regional         36        Positive            Positive
## 2143     2 Regional         33        Positive            Positive
## 2144     2 Regional         23        Positive            Positive
## 2145     2 Regional         13        Positive            Negative
## 2146     2 Regional          4        Positive            Positive
## 2147     2 Regional         25        Positive            Positive
## 2148     2 Regional         80        Positive            Positive
## 2149     2 Regional         55        Positive            Positive
## 2150     2 Regional         45        Positive            Positive
## 2151     2 Regional         11        Positive            Positive
## 2152     2 Regional         37        Positive            Positive
## 2153     3 Regional         30        Positive            Positive
## 2154     1 Regional         18        Positive            Positive
## 2155     1 Regional         16        Positive            Positive
## 2156     3 Regional         15        Positive            Positive
## 2157     3 Regional         42        Positive            Positive
## 2158     2 Regional         75        Positive            Positive
## 2159     1 Regional         15        Positive            Positive
## 2160     3 Regional         35        Positive            Positive
## 2161     3 Regional         28        Positive            Negative
## 2162     3 Regional         15        Positive            Positive
## 2163     2 Regional         24        Positive            Positive
## 2164     2 Regional         23        Positive            Positive
## 2165     1 Regional         61        Positive            Positive
## 2166     2 Regional         75        Positive            Negative
## 2167     2 Regional         10        Positive            Positive
## 2168     2 Regional         21        Positive            Positive
## 2169     2 Regional         12        Positive            Positive
## 2170     1 Regional         22        Positive            Negative
## 2171     2 Regional         32        Positive            Positive
## 2172     2 Regional         28        Positive            Positive
## 2173    NA Regional         70        Positive            Positive
## 2174     3 Regional         65        Positive            Negative
## 2175     2 Regional         16        Positive            Positive
## 2176     2 Regional         10        Positive            Positive
## 2177     2 Regional        110        Positive            Positive
## 2178    NA Regional         25        Negative            Positive
## 2179     1 Regional         24        Positive            Positive
## 2180     1 Regional          8        Positive            Positive
## 2181     2 Regional         25        Positive            Positive
## 2182     1  Distant          9        Positive            Positive
## 2183     3 Regional         14        Positive            Positive
## 2184     3 Regional         40        Positive            Positive
## 2185     3 Regional         10        Positive            Positive
## 2186     2 Regional         40        Positive            Positive
## 2187     1 Regional         10        Positive            Positive
## 2188     3 Regional          8        Negative            Negative
## 2189     2 Regional         38        Positive            Positive
## 2190     2 Regional         18        Positive            Positive
## 2191     2 Regional         12        Positive            Positive
## 2192     2 Regional         30        Positive            Positive
## 2193     3 Regional         23        Positive            Positive
## 2194     3 Regional         70        Positive            Positive
## 2195     3 Regional         15        Negative            Negative
## 2196     2 Regional         36        Positive            Positive
## 2197     3 Regional         26        Positive            Positive
## 2198     2 Regional         25        Positive            Positive
## 2199     3 Regional         25        Positive            Positive
## 2200     1 Regional         15        Positive            Positive
## 2201     2 Regional          6        Positive            Positive
## 2202     2 Regional         14        Positive            Positive
## 2203     2 Regional         19        Positive            Positive
## 2204     2 Regional          8        Positive            Positive
## 2205     2 Regional         17        Positive            Positive
## 2206     2 Regional         35        Positive            Positive
## 2207     3 Regional         70        Positive            Positive
## 2208     2 Regional         15        Positive            Positive
## 2209     2 Regional         50        Positive            Negative
## 2210     1 Regional         14        Positive            Positive
## 2211     2 Regional         21        Positive            Positive
## 2212     2 Regional         30        Positive            Positive
## 2213     1 Regional         30        Positive            Positive
## 2214     2 Regional         20        Positive            Positive
## 2215     1 Regional         34        Positive            Positive
## 2216     3 Regional         14        Positive            Positive
## 2217     3 Regional         25        Positive            Positive
## 2218     2 Regional         18        Positive            Positive
## 2219     2 Regional        101        Positive            Negative
## 2220     2 Regional         20        Positive            Positive
## 2221     3 Regional         35        Positive            Positive
## 2222     1 Regional         20        Positive            Positive
## 2223     2 Regional         16        Positive            Positive
## 2224     1 Regional         75        Positive            Positive
## 2225     2 Regional         70        Positive            Positive
## 2226     3 Regional         29        Negative            Negative
## 2227     2 Regional         84        Positive            Positive
## 2228     2 Regional         22        Positive            Positive
## 2229     2 Regional         90        Negative            Negative
## 2230     2 Regional         20        Positive            Positive
## 2231     2 Regional         45        Positive            Positive
## 2232     2 Regional         22        Positive            Positive
## 2233     2 Regional         37        Positive            Positive
## 2234     2 Regional         50        Positive            Positive
## 2235     2 Regional         22        Positive            Positive
## 2236     2 Regional         25        Positive            Positive
## 2237     3 Regional         10        Positive            Positive
## 2238     1 Regional         40        Positive            Positive
## 2239     3 Regional         32        Negative            Negative
## 2240     3 Regional         60        Positive            Positive
## 2241     2 Regional        100        Positive            Positive
## 2242     1 Regional         55        Positive            Positive
## 2243     2 Regional         60        Negative            Negative
## 2244     2 Regional         11        Positive            Positive
## 2245     2 Regional         70        Positive            Positive
## 2246     2 Regional         20        Positive            Positive
## 2247    NA Regional         55        Positive            Positive
## 2248     1 Regional         19        Positive            Positive
## 2249     2 Regional         17        Positive            Positive
## 2250     2 Regional         90        Positive            Positive
## 2251     2 Regional         35        Positive            Positive
## 2252     1 Regional         17        Positive            Positive
## 2253     2 Regional         35        Positive            Positive
## 2254     3 Regional         27        Positive            Positive
## 2255     2 Regional         26        Positive            Positive
## 2256     2 Regional         23        Positive            Positive
## 2257     3 Regional         19        Negative            Negative
## 2258     2 Regional         35        Positive            Positive
## 2259     2 Regional         50        Positive            Negative
## 2260     1 Regional         12        Positive            Positive
## 2261     2 Regional         11        Positive            Positive
## 2262     3 Regional         15        Positive            Positive
## 2263     3 Regional         39        Positive            Positive
## 2264     1 Regional         60        Positive            Positive
## 2265     2 Regional         11        Positive            Positive
## 2266     1 Regional         90        Positive            Positive
## 2267     2 Regional         27        Positive            Positive
## 2268     2 Regional         14        Positive            Positive
## 2269     3 Regional         25        Positive            Positive
## 2270     2 Regional         19        Positive            Positive
## 2271     2 Regional         50        Positive            Positive
## 2272     2 Regional         60        Positive            Positive
## 2273     2 Regional         11        Positive            Positive
## 2274     1 Regional         90        Positive            Positive
## 2275     2 Regional         65        Positive            Negative
## 2276     1 Regional         11        Positive            Positive
## 2277     2 Regional         30        Positive            Positive
## 2278     2 Regional         30        Positive            Positive
## 2279     2 Regional         95        Positive            Positive
## 2280     2 Regional         50        Positive            Positive
## 2281     3 Regional         12        Positive            Positive
## 2282     3 Regional         55        Positive            Positive
## 2283     3 Regional         28        Positive            Positive
## 2284     1 Regional        100        Positive            Positive
## 2285     2 Regional         22        Positive            Positive
## 2286     2 Regional         20        Positive            Positive
## 2287     2 Regional         35        Negative            Negative
## 2288     3 Regional         20        Negative            Negative
## 2289     2 Regional          4        Positive            Positive
## 2290     3 Regional         12        Positive            Positive
## 2291     3 Regional         17        Positive            Negative
## 2292     2 Regional         20        Positive            Positive
## 2293     2 Regional         25        Positive            Positive
## 2294     3 Regional         40        Positive            Negative
## 2295     2 Regional         25        Positive            Positive
## 2296     3 Regional         15        Positive            Positive
## 2297     2 Regional         50        Positive            Positive
## 2298     2 Regional         30        Positive            Positive
## 2299     1 Regional         30        Positive            Positive
## 2300     2 Regional         24        Positive            Positive
## 2301     3 Regional         75        Positive            Positive
## 2302     3 Regional         19        Positive            Positive
## 2303     2 Regional         15        Positive            Positive
## 2304     2 Regional         55        Positive            Positive
## 2305     2 Regional         92        Negative            Positive
## 2306     2 Regional         12        Positive            Positive
## 2307     2 Regional         14        Positive            Negative
## 2308     2 Regional         40        Positive            Positive
## 2309     3 Regional         14        Positive            Positive
## 2310     2 Regional         35        Positive            Positive
## 2311     2 Regional         25        Positive            Positive
## 2312     2 Regional         17        Positive            Positive
## 2313     3 Regional         60        Positive            Negative
## 2314     2 Regional         22        Positive            Positive
## 2315     3 Regional         30        Positive            Negative
## 2316     2 Regional         12        Positive            Positive
## 2317     2 Regional         55        Positive            Positive
## 2318     2 Regional         16        Positive            Positive
## 2319     3 Regional         60        Positive            Positive
## 2320     2 Regional         18        Positive            Positive
## 2321     3 Regional         30        Positive            Positive
## 2322     1 Regional         15        Positive            Positive
## 2323     3 Regional         45        Positive            Negative
## 2324     1 Regional         13        Positive            Positive
## 2325     3 Regional         40        Positive            Positive
## 2326     3 Regional         30        Positive            Positive
## 2327     2 Regional         20        Negative            Negative
## 2328     3 Regional         20        Positive            Positive
## 2329     1 Regional         12        Positive            Negative
## 2330     2 Regional         12        Positive            Positive
## 2331     3 Regional         11        Positive            Positive
## 2332     2 Regional         22        Positive            Positive
## 2333     2 Regional         22        Positive            Positive
## 2334     2 Regional         12        Positive            Positive
## 2335     1  Distant         55        Positive            Positive
## 2336     2 Regional         20        Positive            Negative
## 2337     2 Regional          4        Positive            Positive
## 2338     2 Regional         50        Positive            Positive
## 2339     2 Regional         25        Positive            Positive
## 2340     3 Regional        130        Positive            Positive
## 2341     3 Regional         75        Negative            Negative
## 2342     3 Regional         11        Positive            Positive
## 2343     2 Regional         33        Positive            Positive
## 2344     2 Regional         32        Positive            Positive
## 2345     2 Regional         24        Positive            Positive
## 2346     3 Regional         35        Positive            Positive
## 2347     2 Regional         21        Positive            Positive
## 2348     2 Regional         21        Positive            Positive
## 2349     2 Regional         25        Positive            Positive
## 2350     2 Regional         24        Positive            Positive
## 2351     3 Regional         19        Positive            Positive
## 2352     3 Regional         22        Positive            Positive
## 2353     3 Regional         60        Positive            Negative
## 2354     1 Regional         12        Positive            Positive
## 2355     2 Regional         16        Positive            Positive
## 2356     2 Regional         85        Positive            Positive
## 2357     2 Regional         12        Positive            Positive
## 2358     1 Regional         60        Positive            Positive
## 2359     3 Regional         17        Negative            Negative
## 2360     3  Distant         83        Positive            Positive
## 2361     1 Regional         20        Positive            Positive
## 2362     3 Regional         20        Negative            Negative
## 2363     3  Distant         35        Positive            Positive
## 2364     2 Regional         50        Positive            Positive
## 2365     2 Regional         10        Positive            Positive
## 2366     2 Regional         39        Positive            Positive
## 2367     2  Distant         18        Positive            Positive
## 2368     2  Distant         76        Positive            Positive
## 2369     3 Regional         25        Positive            Positive
## 2370     1 Regional          9        Positive            Positive
## 2371     2 Regional          9        Positive            Negative
## 2372     2 Regional          4        Positive            Positive
## 2373     3 Regional         33        Positive            Negative
## 2374     1 Regional          9        Positive            Positive
## 2375     2 Regional         15        Positive            Positive
## 2376     2 Regional         23        Positive            Positive
## 2377     3 Regional         12        Negative            Negative
## 2378     2 Regional         18        Positive            Positive
## 2379     3 Regional         70        Negative            Negative
## 2380     1 Regional         16        Positive            Positive
## 2381     3 Regional         97        Positive            Negative
## 2382     1 Regional         35        Positive            Positive
## 2383     2 Regional         17        Positive            Positive
## 2384     3 Regional          2        Positive            Negative
## 2385     3 Regional         20        Positive            Positive
## 2386     2 Regional          8        Positive            Positive
## 2387     1 Regional         19        Positive            Positive
## 2388     2 Regional         15        Positive            Positive
## 2389     3 Regional         27        Positive            Positive
## 2390     2 Regional         18        Negative            Negative
## 2391     2 Regional         25        Positive            Positive
## 2392     2 Regional         23        Positive            Positive
## 2393     1 Regional         17        Positive            Positive
## 2394     1 Regional         11        Positive            Positive
## 2395     2 Regional         24        Positive            Positive
## 2396     3 Regional         25        Positive            Positive
## 2397     2 Regional         20        Positive            Positive
## 2398     2 Regional         12        Positive            Negative
## 2399     2 Regional         12        Positive            Positive
## 2400     1 Regional         35        Positive            Positive
## 2401     2 Regional         60        Positive            Positive
## 2402     1 Regional         22        Positive            Positive
## 2403     2 Regional         30        Positive            Positive
## 2404     1 Regional         15        Positive            Positive
## 2405     3 Regional         22        Positive            Positive
## 2406     2 Regional         23        Positive            Positive
## 2407     3 Regional         35        Positive            Positive
## 2408     2 Regional         18        Positive            Positive
## 2409     2 Regional         30        Positive            Positive
## 2410     2 Regional         25        Positive            Positive
## 2411     2 Regional         12        Positive            Negative
## 2412    NA Regional         18        Positive            Positive
## 2413     2 Regional         75        Positive            Positive
## 2414     2 Regional         15        Positive            Positive
## 2415     2 Regional         24        Positive            Positive
## 2416     1 Regional         15        Positive            Positive
## 2417     3 Regional         60        Positive            Positive
## 2418     2 Regional         45        Positive            Positive
## 2419     2 Regional         13        Positive            Positive
## 2420     1 Regional         45        Positive            Negative
## 2421     2 Regional         21        Positive            Positive
## 2422     2 Regional         11        Positive            Negative
## 2423     3 Regional         30        Positive            Positive
## 2424     3 Regional         29        Negative            Negative
## 2425     2 Regional         14        Positive            Positive
## 2426     3 Regional         60        Positive            Positive
## 2427     2 Regional         68        Positive            Positive
## 2428     2 Regional         30        Positive            Positive
## 2429     2 Regional          7        Positive            Positive
## 2430     2 Regional         16        Positive            Positive
## 2431     2 Regional          6        Positive            Positive
## 2432     2 Regional         20        Positive            Positive
## 2433     2 Regional         10        Positive            Positive
## 2434     2 Regional         17        Positive            Positive
## 2435     2 Regional         30        Positive            Positive
## 2436     2 Regional          1        Positive            Positive
## 2437     3 Regional         18        Positive            Positive
## 2438     2 Regional         12        Positive            Positive
## 2439     1 Regional         16        Positive            Positive
## 2440     1 Regional          7        Positive            Positive
## 2441     3 Regional          2        Negative            Negative
## 2442     2 Regional         21        Positive            Positive
## 2443     1 Regional        115        Positive            Positive
## 2444     2 Regional         24        Positive            Positive
## 2445     2 Regional         15        Positive            Positive
## 2446     3 Regional         40        Positive            Negative
## 2447     2 Regional         24        Positive            Positive
## 2448     2 Regional         29        Positive            Positive
## 2449     2 Regional         55        Positive            Negative
## 2450     2 Regional          6        Positive            Negative
## 2451     2 Regional         20        Positive            Positive
## 2452     3 Regional         12        Positive            Positive
## 2453     2 Regional         30        Positive            Positive
## 2454     1 Regional         30        Positive            Positive
## 2455     2 Regional         24        Negative            Negative
## 2456     1 Regional         70        Positive            Positive
## 2457     2 Regional         30        Positive            Positive
## 2458     3 Regional         31        Positive            Positive
## 2459     2 Regional         10        Positive            Negative
## 2460     2 Regional         15        Positive            Positive
## 2461     2 Regional         15        Positive            Positive
## 2462     2 Regional         12        Positive            Positive
## 2463     3 Regional         40        Positive            Positive
## 2464     2 Regional         34        Positive            Positive
## 2465     3 Regional         20        Negative            Positive
## 2466     3 Regional         30        Negative            Negative
## 2467     2 Regional          9        Positive            Positive
## 2468     2 Regional         35        Positive            Positive
## 2469     2 Regional         13        Positive            Positive
## 2470     3 Regional         21        Positive            Positive
## 2471     3 Regional         12        Positive            Positive
## 2472     2 Regional         51        Positive            Positive
## 2473     2 Regional         31        Positive            Positive
## 2474     3 Regional         60        Positive            Negative
## 2475     2 Regional         25        Positive            Positive
## 2476     2 Regional         28        Positive            Positive
## 2477     2 Regional         10        Positive            Positive
## 2478     3 Regional         30        Positive            Negative
## 2479     2 Regional         23        Positive            Positive
## 2480     2 Regional         11        Positive            Positive
## 2481     3 Regional        100        Negative            Negative
## 2482     1 Regional         28        Positive            Positive
## 2483     2 Regional         45        Positive            Negative
## 2484     2 Regional         10        Positive            Positive
## 2485     2 Regional         73        Negative            Negative
## 2486     3 Regional         11        Negative            Negative
## 2487     3 Regional         30        Positive            Positive
## 2488     2 Regional         12        Positive            Negative
## 2489     2 Regional         17        Positive            Positive
## 2490     3 Regional         38        Positive            Positive
## 2491     3 Regional         28        Positive            Positive
## 2492     2 Regional         15        Positive            Positive
## 2493     2 Regional         17        Positive            Positive
## 2494     2 Regional         46        Positive            Positive
## 2495     2 Regional         25        Positive            Positive
## 2496     3  Distant         25        Negative            Negative
## 2497     2 Regional         15        Positive            Positive
## 2498     1 Regional         20        Positive            Positive
## 2499     2 Regional         15        Positive            Positive
## 2500     2 Regional         40        Positive            Positive
## 2501     3 Regional         40        Positive            Positive
## 2502     3 Regional         25        Positive            Positive
## 2503     2  Distant         85        Negative            Negative
## 2504     1 Regional         33        Positive            Positive
## 2505     3 Regional         16        Positive            Negative
## 2506     3 Regional         25        Positive            Positive
## 2507     3 Regional        120        Positive            Positive
## 2508     2 Regional         60        Positive            Positive
## 2509     1 Regional         17        Positive            Positive
## 2510     2 Regional         16        Positive            Negative
## 2511     3 Regional         30        Negative            Positive
## 2512     3 Regional         13        Positive            Positive
## 2513     2 Regional         15        Positive            Positive
## 2514     2 Regional         18        Positive            Positive
## 2515     2 Regional         20        Positive            Positive
## 2516     3 Regional         24        Positive            Positive
## 2517     2 Regional         56        Positive            Positive
## 2518     2 Regional         25        Positive            Positive
## 2519     1 Regional         28        Positive            Positive
## 2520     3 Regional         45        Positive            Positive
## 2521     2 Regional         29        Positive            Positive
## 2522     2 Regional         15        Positive            Positive
## 2523     2 Regional         45        Positive            Positive
## 2524     2 Regional         13        Positive            Positive
## 2525     2 Regional         21        Positive            Positive
## 2526     1 Regional         45        Positive            Positive
## 2527     2 Regional         19        Positive            Positive
## 2528     2 Regional         45        Positive            Negative
## 2529     3 Regional         27        Positive            Negative
## 2530     1 Regional         23        Positive            Positive
## 2531     2 Regional         30        Positive            Positive
## 2532     3  Distant         40        Negative            Positive
## 2533     1 Regional         80        Positive            Positive
## 2534     1 Regional         40        Positive            Positive
## 2535     2 Regional         15        Positive            Positive
## 2536     2 Regional         25        Positive            Positive
## 2537     2 Regional         12        Positive            Negative
## 2538     1 Regional         20        Positive            Negative
## 2539     2 Regional         37        Positive            Positive
## 2540     2 Regional         21        Positive            Positive
## 2541     2 Regional         17        Positive            Positive
## 2542     1 Regional         37        Positive            Negative
## 2543     2 Regional         19        Positive            Positive
## 2544     1 Regional          8        Positive            Positive
## 2545     2 Regional         17        Positive            Negative
## 2546     3 Regional         35        Negative            Negative
## 2547     3 Regional         40        Negative            Negative
## 2548     2 Regional         11        Positive            Positive
## 2549     3 Regional         47        Positive            Negative
## 2550     2 Regional         21        Positive            Positive
## 2551     3 Regional         18        Positive            Positive
## 2552     3 Regional         22        Positive            Negative
## 2553     3 Regional         20        Positive            Negative
## 2554     2 Regional         55        Positive            Positive
## 2555     2 Regional         25        Positive            Negative
## 2556     1 Regional         11        Positive            Positive
## 2557     1 Regional         12        Positive            Positive
## 2558     2 Regional         14        Positive            Positive
## 2559     2 Regional         42        Positive            Positive
## 2560     2 Regional          9        Positive            Positive
## 2561     2 Regional         25        Negative            Negative
## 2562     3 Regional         35        Positive            Positive
## 2563     1 Regional         40        Positive            Positive
## 2564     3 Regional         90        Positive            Positive
## 2565     3 Regional         20        Positive            Negative
## 2566     2 Regional         45        Positive            Negative
## 2567     1 Regional         30        Positive            Positive
## 2568     2 Regional         35        Positive            Positive
## 2569     2 Regional         62        Positive            Positive
## 2570     1 Regional         12        Positive            Positive
## 2571     1 Regional          8        Positive            Positive
## 2572     2 Regional         56        Positive            Positive
## 2573     2 Regional         15        Positive            Positive
## 2574     3 Regional         29        Positive            Positive
## 2575     3 Regional         66        Positive            Positive
## 2576     2 Regional         11        Positive            Positive
## 2577     2 Regional         50        Positive            Positive
## 2578     1 Regional         35        Positive            Positive
## 2579     2 Regional         45        Positive            Positive
## 2580     2 Regional         65        Positive            Negative
## 2581     2 Regional         50        Positive            Positive
## 2582     2 Regional         17        Positive            Positive
## 2583     3  Distant         38        Positive            Positive
## 2584     2 Regional         20        Positive            Positive
## 2585     2 Regional         42        Positive            Positive
## 2586     2 Regional         60        Positive            Positive
## 2587     3 Regional          5        Positive            Positive
## 2588     3 Regional         35        Positive            Positive
## 2589     3 Regional         24        Positive            Positive
## 2590     3 Regional         12        Positive            Positive
## 2591     3 Regional         29        Positive            Positive
## 2592     2 Regional          7        Positive            Positive
## 2593     2 Regional         35        Positive            Positive
## 2594     1 Regional         15        Positive            Positive
## 2595     2 Regional         85        Positive            Positive
## 2596     2 Regional         12        Positive            Positive
## 2597     3 Regional         35        Positive            Positive
## 2598     2 Regional         22        Positive            Positive
## 2599     1 Regional         25        Positive            Positive
## 2600     2 Regional         35        Positive            Positive
## 2601     3  Distant         80        Negative            Negative
## 2602     2 Regional         15        Positive            Positive
## 2603     3 Regional         30        Positive            Positive
## 2604     2 Regional         39        Positive            Positive
## 2605     2 Regional         40        Negative            Positive
## 2606     3 Regional         60        Positive            Positive
## 2607     1 Regional         32        Positive            Positive
## 2608     3 Regional         28        Positive            Positive
## 2609     2 Regional         15        Positive            Negative
## 2610     3 Regional         25        Positive            Positive
## 2611     2 Regional         40        Positive            Positive
## 2612     3 Regional         13        Positive            Positive
## 2613     2 Regional         74        Positive            Positive
## 2614     3 Regional         35        Positive            Positive
## 2615     2 Regional         18        Positive            Negative
## 2616     2 Regional         25        Positive            Positive
## 2617     3 Regional         38        Negative            Negative
## 2618     2 Regional         22        Positive            Negative
## 2619     2 Regional         20        Positive            Positive
## 2620     2 Regional          7        Positive            Positive
## 2621     1 Regional         13        Positive            Positive
## 2622     2 Regional         15        Positive            Positive
## 2623     3 Regional         33        Positive            Positive
## 2624     2 Regional         80        Positive            Positive
## 2625     2 Regional          6        Positive            Negative
## 2626     2 Regional         30        Positive            Positive
## 2627     3 Regional         22        Positive            Positive
## 2628     3 Regional         34        Positive            Positive
## 2629     3 Regional         27        Positive            Positive
## 2630     2 Regional         10        Positive            Positive
## 2631     3 Regional         60        Positive            Positive
## 2632     2 Regional         34        Positive            Positive
## 2633     3 Regional         28        Positive            Positive
## 2634     2 Regional         13        Positive            Positive
## 2635     1 Regional         17        Positive            Positive
## 2636     1 Regional         15        Positive            Negative
## 2637     2 Regional         20        Positive            Positive
## 2638     2 Regional         18        Positive            Positive
## 2639     2 Regional         75        Positive            Positive
## 2640     2 Regional         26        Positive            Positive
## 2641     3 Regional         70        Positive            Positive
## 2642     3 Regional         52        Negative            Negative
## 2643     2 Regional         14        Positive            Positive
## 2644     1 Regional         25        Positive            Positive
## 2645     3 Regional         50        Positive            Positive
## 2646     2 Regional         17        Positive            Positive
## 2647     2 Regional         25        Positive            Negative
## 2648     3 Regional         22        Positive            Positive
## 2649     3 Regional         18        Positive            Positive
## 2650     3 Regional         20        Positive            Negative
## 2651     2 Regional         68        Positive            Negative
## 2652     3 Regional          5        Positive            Positive
## 2653     2 Regional         20        Positive            Positive
## 2654     2 Regional         55        Positive            Positive
## 2655     1 Regional         15        Positive            Positive
## 2656     3 Regional         25        Positive            Positive
## 2657     2 Regional         35        Positive            Positive
## 2658     1 Regional         15        Positive            Positive
## 2659     2 Regional         21        Positive            Positive
## 2660     2 Regional         15        Positive            Negative
## 2661     3 Regional         35        Positive            Negative
## 2662     1 Regional         65        Positive            Negative
## 2663     2 Regional         25        Positive            Positive
## 2664     2 Regional         65        Positive            Positive
## 2665     3 Regional         40        Positive            Positive
## 2666     2 Regional         14        Positive            Positive
## 2667     1 Regional         12        Positive            Positive
## 2668     2 Regional         35        Positive            Positive
## 2669     1 Regional         14        Positive            Positive
## 2670     2 Regional         75        Positive            Positive
## 2671     3 Regional         90        Positive            Positive
## 2672     3 Regional         16        Positive            Positive
## 2673     2 Regional        120        Positive            Positive
## 2674     1 Regional         15        Positive            Positive
## 2675     2 Regional         55        Positive            Positive
## 2676     2 Regional         35        Positive            Positive
## 2677     2 Regional         21        Positive            Positive
## 2678     3 Regional         40        Positive            Negative
## 2679     1 Regional         19        Positive            Positive
## 2680     1 Regional         18        Positive            Positive
## 2681     2 Regional         30        Positive            Negative
## 2682     2 Regional         21        Positive            Positive
## 2683     3 Regional         60        Negative            Negative
## 2684     3 Regional         17        Positive            Negative
## 2685     2 Regional         77        Positive            Positive
## 2686     2 Regional         20        Positive            Positive
## 2687     3 Regional         35        Positive            Positive
## 2688     1 Regional         12        Positive            Positive
## 2689     2 Regional         25        Positive            Positive
## 2690     2 Regional         16        Positive            Positive
## 2691     2 Regional         10        Positive            Positive
## 2692     2 Regional         15        Positive            Positive
## 2693     2 Regional         24        Positive            Positive
## 2694     2 Regional         34        Positive            Positive
## 2695     2 Regional        125        Positive            Positive
## 2696     3 Regional         45        Positive            Positive
## 2697     2 Regional         57        Positive            Positive
## 2698     3 Regional         75        Positive            Positive
## 2699     1  Distant         60        Positive            Positive
## 2700     3 Regional         20        Positive            Positive
## 2701     3 Regional         90        Negative            Negative
## 2702     1 Regional         14        Positive            Positive
## 2703     1 Regional          4        Positive            Positive
## 2704     3 Regional         60        Positive            Negative
## 2705     2 Regional         21        Positive            Positive
## 2706     2 Regional         27        Positive            Positive
## 2707     2 Regional         50        Positive            Positive
## 2708     2 Regional         25        Positive            Positive
## 2709     2 Regional         17        Positive            Positive
## 2710     2 Regional         60        Positive            Positive
## 2711     2 Regional         19        Positive            Positive
## 2712     2 Regional         50        Positive            Positive
## 2713     3 Regional         40        Positive            Negative
## 2714     3 Regional         10        Positive            Positive
## 2715     3  Distant         30        Negative            Negative
## 2716     3 Regional         60        Positive            Negative
## 2717     2 Regional         70        Positive            Positive
## 2718    NA Regional         52        Positive            Positive
## 2719     2 Regional         15        Positive            Positive
## 2720     2 Regional         17        Positive            Positive
## 2721     3 Regional         13        Positive            Positive
## 2722     2 Regional         20        Positive            Positive
## 2723     2 Regional         28        Positive            Negative
## 2724     2 Regional         15        Positive            Negative
## 2725     2 Regional          9        Positive            Positive
## 2726     3 Regional         30        Positive            Positive
## 2727     2 Regional         11        Positive            Positive
## 2728     3 Regional         15        Positive            Positive
## 2729     3 Regional          5        Positive            Positive
## 2730     1 Regional         20        Positive            Positive
## 2731     2 Regional         15        Positive            Positive
## 2732     1 Regional         25        Positive            Positive
## 2733     2 Regional         23        Positive            Positive
## 2734     2 Regional         18        Positive            Positive
## 2735     2 Regional         30        Positive            Positive
## 2736     2 Regional         25        Positive            Positive
## 2737     1 Regional         38        Positive            Positive
## 2738     3 Regional         60        Positive            Positive
## 2739     2 Regional         37        Positive            Positive
## 2740     3 Regional        100        Positive            Positive
## 2741     3 Regional         35        Positive            Positive
## 2742     3 Regional         18        Positive            Positive
## 2743     1 Regional         15        Positive            Positive
## 2744     3 Regional         35        Positive            Positive
## 2745     1 Regional         85        Positive            Positive
## 2746     3 Regional         15        Negative            Negative
## 2747     2 Regional         26        Positive            Positive
## 2748     2 Regional         35        Positive            Positive
## 2749     2 Regional         80        Positive            Positive
## 2750     2 Regional         15        Positive            Positive
## 2751     1 Regional         25        Positive            Positive
## 2752     3 Regional         20        Positive            Positive
## 2753     2 Regional         20        Positive            Positive
## 2754     3 Regional         32        Negative            Negative
## 2755     3 Regional         40        Positive            Negative
## 2756     2  Distant         35        Positive            Positive
## 2757     1 Regional         25        Positive            Positive
## 2758     2 Regional         24        Positive            Positive
## 2759     3 Regional         26        Positive            Positive
## 2760     2 Regional        104        Positive            Positive
## 2761     2 Regional         51        Positive            Positive
## 2762     3  Distant         30        Positive            Positive
## 2763     2 Regional         35        Positive            Positive
## 2764     2 Regional         25        Positive            Positive
## 2765     2 Regional         16        Positive            Positive
## 2766     2 Regional         16        Positive            Positive
## 2767     2 Regional         25        Positive            Positive
## 2768     2 Regional        100        Positive            Positive
## 2769     2 Regional         60        Positive            Positive
## 2770     2 Regional         52        Positive            Positive
## 2771     2 Regional         23        Positive            Positive
## 2772     2 Regional         16        Negative            Negative
## 2773     2 Regional         25        Positive            Positive
## 2774     3 Regional         30        Positive            Positive
## 2775     2 Regional         17        Positive            Positive
## 2776     2 Regional         19        Positive            Positive
## 2777     2 Regional         10        Positive            Positive
## 2778     3 Regional         18        Positive            Positive
## 2779     2 Regional         10        Positive            Positive
## 2780     2 Regional         10        Positive            Positive
## 2781     2 Regional         12        Positive            Positive
## 2782     3 Regional         18        Positive            Positive
## 2783     2 Regional         60        Positive            Positive
## 2784     2 Regional         45        Positive            Positive
## 2785     2 Regional         10        Positive            Positive
## 2786     2 Regional         25        Negative            Negative
## 2787     2 Regional         22        Positive            Positive
## 2788     2 Regional         17        Positive            Negative
## 2789     2 Regional         15        Positive            Positive
## 2790     3 Regional         30        Positive            Positive
## 2791     2 Regional         37        Positive            Positive
## 2792     2 Regional         55        Positive            Positive
## 2793     2 Regional         65        Positive            Positive
## 2794     2 Regional         75        Positive            Positive
## 2795     3 Regional         14        Positive            Positive
## 2796     2 Regional         11        Positive            Positive
## 2797     3 Regional         52        Positive            Negative
## 2798     3 Regional         27        Positive            Positive
## 2799     3 Regional         49        Positive            Positive
## 2800     3 Regional         46        Positive            Positive
## 2801     2 Regional         22        Positive            Positive
## 2802     2 Regional         40        Positive            Positive
## 2803     2 Regional         25        Positive            Positive
## 2804     2 Regional         50        Positive            Positive
## 2805     3 Regional         50        Positive            Negative
## 2806     2 Regional         30        Positive            Positive
## 2807     2 Regional         13        Positive            Negative
## 2808     3 Regional         21        Positive            Positive
## 2809     2 Regional         40        Positive            Negative
## 2810     3 Regional          7        Positive            Positive
## 2811     2 Regional         25        Positive            Positive
## 2812     2 Regional         51        Positive            Positive
## 2813     3 Regional         26        Positive            Negative
## 2814     3 Regional         20        Positive            Positive
## 2815     1 Regional          8        Positive            Positive
## 2816     2 Regional         40        Positive            Positive
## 2817     1 Regional         10        Positive            Positive
## 2818     2 Regional         17        Positive            Negative
## 2819     2 Regional          2        Positive            Positive
## 2820     2 Regional         63        Positive            Positive
## 2821     2 Regional         70        Positive            Positive
## 2822     2 Regional         45        Positive            Positive
## 2823     2 Regional         21        Positive            Positive
## 2824     2 Regional         14        Positive            Positive
## 2825     3 Regional         13        Positive            Positive
## 2826     2 Regional         13        Positive            Positive
## 2827     1 Regional         12        Positive            Positive
## 2828     2 Regional         19        Positive            Positive
## 2829     3 Regional         20        Positive            Positive
## 2830     3 Regional         27        Positive            Positive
## 2831     2 Regional        100        Positive            Positive
## 2832     2 Regional         16        Positive            Positive
## 2833     1 Regional         12        Positive            Positive
## 2834     2 Regional         35        Positive            Positive
## 2835     1 Regional          4        Positive            Positive
## 2836     3 Regional         40        Positive            Positive
## 2837     1 Regional         17        Positive            Positive
## 2838     2 Regional         32        Positive            Positive
## 2839     2 Regional         12        Positive            Positive
## 2840     3 Regional         27        Positive            Positive
## 2841     1 Regional          8        Positive            Positive
## 2842     2 Regional         22        Positive            Positive
## 2843     2 Regional         52        Positive            Positive
## 2844     2 Regional          9        Positive            Negative
## 2845     3 Regional         18        Positive            Positive
## 2846     2 Regional         15        Positive            Positive
## 2847     2 Regional         13        Positive            Positive
## 2848     2 Regional         20        Positive            Positive
## 2849     2 Regional         16        Positive            Positive
## 2850     2 Regional         16        Positive            Positive
## 2851     2 Regional         25        Positive            Positive
## 2852     2 Regional          3        Positive            Positive
## 2853     3 Regional         32        Positive            Positive
## 2854     2  Distant         40        Positive            Positive
## 2855     2 Regional         10        Positive            Positive
## 2856     3 Regional         35        Positive            Positive
## 2857     2 Regional         35        Positive            Positive
## 2858     2 Regional         23        Positive            Positive
## 2859     1 Regional         47        Positive            Negative
## 2860     2 Regional         60        Positive            Negative
## 2861     3 Regional         70        Positive            Positive
## 2862     3 Regional         50        Positive            Positive
## 2863     2 Regional         48        Positive            Negative
## 2864     2 Regional         17        Positive            Positive
## 2865     2 Regional         25        Positive            Positive
## 2866     2 Regional         25        Positive            Positive
## 2867     3 Regional         25        Negative            Negative
## 2868     2 Regional         63        Positive            Positive
## 2869     1 Regional         12        Positive            Positive
## 2870     2 Regional         14        Positive            Positive
## 2871     2 Regional         12        Positive            Positive
## 2872     2 Regional         14        Positive            Positive
## 2873     2 Regional         83        Positive            Positive
## 2874     2 Regional         28        Positive            Positive
## 2875     2 Regional         35        Positive            Positive
## 2876     3  Distant          5        Positive            Negative
## 2877     3 Regional         14        Negative            Negative
## 2878     2 Regional         25        Positive            Negative
## 2879     3 Regional         25        Negative            Negative
## 2880     2 Regional         12        Positive            Negative
## 2881     3 Regional         22        Positive            Positive
## 2882     2 Regional         60        Negative            Negative
## 2883     2 Regional         80        Positive            Positive
## 2884     3 Regional         32        Positive            Positive
## 2885     3 Regional         15        Negative            Negative
## 2886     1 Regional         63        Positive            Positive
## 2887     1 Regional         17        Positive            Positive
## 2888     2 Regional         62        Positive            Positive
## 2889     2 Regional         16        Positive            Positive
## 2890     2 Regional         25        Positive            Positive
## 2891     2 Regional         20        Positive            Positive
## 2892     2 Regional         11        Positive            Positive
## 2893     3 Regional         14        Negative            Negative
## 2894     2 Regional         50        Positive            Negative
## 2895     2 Regional         18        Positive            Positive
## 2896     2 Regional         51        Positive            Positive
## 2897     2 Regional         12        Positive            Positive
## 2898     2 Regional          7        Positive            Positive
## 2899     3 Regional         70        Positive            Positive
## 2900     3 Regional         27        Positive            Negative
## 2901     3 Regional         19        Positive            Negative
## 2902     3 Regional         37        Positive            Positive
## 2903     2 Regional         20        Positive            Positive
## 2904     2 Regional         25        Positive            Positive
## 2905     2 Regional         23        Positive            Positive
## 2906     2 Regional         11        Positive            Positive
## 2907     3 Regional         80        Negative            Negative
## 2908     1 Regional         23        Positive            Positive
## 2909     3 Regional         50        Positive            Positive
## 2910     3 Regional         90        Positive            Positive
## 2911     1 Regional         80        Positive            Positive
## 2912     2 Regional          5        Positive            Positive
## 2913     2 Regional         20        Positive            Positive
## 2914     2 Regional         46        Positive            Negative
## 2915     2 Regional         25        Positive            Positive
## 2916     3 Regional         15        Positive            Positive
## 2917     1 Regional         13        Positive            Positive
## 2918     2 Regional         15        Positive            Positive
## 2919     2 Regional         70        Positive            Positive
## 2920     2 Regional         35        Positive            Positive
## 2921     2 Regional         11        Positive            Positive
## 2922     3 Regional         16        Positive            Positive
## 2923     2 Regional         30        Positive            Positive
## 2924     2 Regional         18        Positive            Positive
## 2925     2 Regional         25        Positive            Positive
## 2926     2 Regional         32        Positive            Positive
## 2927     3 Regional         22        Positive            Positive
## 2928     2 Regional         40        Positive            Positive
## 2929     3 Regional         22        Positive            Positive
## 2930     2 Regional         22        Positive            Positive
## 2931     1 Regional         45        Positive            Positive
## 2932     2 Regional         29        Positive            Positive
## 2933     2 Regional         60        Positive            Positive
## 2934     2 Regional         60        Positive            Positive
## 2935     1 Regional         11        Positive            Positive
## 2936     2 Regional         18        Positive            Positive
## 2937     2 Regional         18        Positive            Positive
## 2938     3 Regional         16        Positive            Positive
## 2939     3 Regional         25        Positive            Positive
## 2940     2 Regional         75        Positive            Positive
## 2941     1 Regional         12        Positive            Positive
## 2942     3 Regional         25        Positive            Positive
## 2943     2 Regional         60        Positive            Positive
## 2944     3 Regional          4        Negative            Negative
## 2945     2 Regional          9        Positive            Positive
## 2946     1 Regional         25        Positive            Negative
## 2947     3 Regional         20        Negative            Negative
## 2948     2 Regional         60        Positive            Positive
## 2949     3 Regional         42        Positive            Negative
## 2950     3 Regional         40        Positive            Positive
## 2951     2 Regional         13        Positive            Positive
## 2952     2 Regional         14        Positive            Positive
## 2953     1 Regional         25        Negative            Negative
## 2954     2  Distant         58        Positive            Positive
## 2955     2 Regional         30        Positive            Positive
## 2956     3 Regional         54        Positive            Positive
## 2957     2 Regional         30        Positive            Positive
## 2958     2 Regional         20        Positive            Positive
## 2959     3 Regional         63        Positive            Positive
## 2960     3 Regional         25        Positive            Positive
## 2961     1 Regional          3        Positive            Positive
## 2962     2 Regional         60        Positive            Positive
## 2963     3 Regional         35        Positive            Positive
## 2964     2 Regional         15        Positive            Positive
## 2965     2 Regional         40        Positive            Positive
## 2966     3 Regional         25        Positive            Positive
## 2967     3 Regional         65        Positive            Positive
## 2968     2 Regional         45        Positive            Positive
## 2969     2 Regional         15        Positive            Negative
## 2970     2 Regional         24        Positive            Positive
## 2971     2 Regional         15        Positive            Negative
## 2972     2 Regional         23        Positive            Positive
## 2973     3 Regional         30        Positive            Positive
## 2974     3 Regional         24        Positive            Positive
## 2975     2 Regional         35        Positive            Positive
## 2976     2 Regional          5        Positive            Negative
## 2977     3 Regional         46        Negative            Negative
## 2978     3 Regional         50        Positive            Negative
## 2979     2 Regional         38        Positive            Positive
## 2980     2 Regional         36        Positive            Positive
## 2981     3 Regional          4        Positive            Negative
## 2982     3 Regional         25        Positive            Positive
## 2983     2 Regional         15        Positive            Positive
## 2984     2 Regional         25        Positive            Positive
## 2985     2 Regional         30        Positive            Negative
## 2986     2 Regional         35        Positive            Negative
## 2987     2 Regional         18        Positive            Negative
## 2988     2 Regional         23        Positive            Negative
## 2989     2 Regional         60        Negative            Negative
## 2990     1 Regional         11        Positive            Positive
## 2991     2 Regional         21        Positive            Positive
## 2992     2 Regional         42        Positive            Positive
## 2993     2 Regional         30        Positive            Positive
## 2994     3 Regional         37        Positive            Negative
## 2995     2 Regional         20        Positive            Positive
## 2996     2 Regional         55        Positive            Positive
## 2997     1 Regional         78        Positive            Positive
## 2998     3 Regional         45        Positive            Negative
## 2999     2 Regional         11        Positive            Positive
## 3000     3 Regional         15        Positive            Negative
## 3001     2 Regional         21        Positive            Positive
## 3002     1 Regional         30        Positive            Positive
## 3003     2 Regional         36        Positive            Positive
## 3004     2  Distant         15        Positive            Positive
## 3005     2 Regional          3        Positive            Positive
## 3006     2 Regional         25        Positive            Positive
## 3007     3 Regional         44        Positive            Positive
## 3008     2 Regional         17        Positive            Positive
## 3009     2 Regional         57        Positive            Positive
## 3010     1 Regional         30        Positive            Positive
## 3011     2 Regional         15        Positive            Positive
## 3012     3 Regional         80        Positive            Positive
## 3013     3 Regional         26        Negative            Negative
## 3014     2 Regional         25        Positive            Positive
## 3015     2 Regional         80        Positive            Positive
## 3016     2 Regional         30        Positive            Positive
## 3017     2 Regional         20        Positive            Positive
## 3018     2 Regional         13        Positive            Positive
## 3019     2 Regional         12        Positive            Positive
## 3020     2 Regional         90        Positive            Positive
## 3021     3 Regional         45        Positive            Positive
## 3022     2 Regional         50        Positive            Positive
## 3023     1 Regional         27        Positive            Positive
## 3024     2 Regional         30        Positive            Negative
## 3025     2 Regional         15        Positive            Positive
## 3026     2 Regional         12        Positive            Positive
## 3027     2 Regional         60        Positive            Positive
## 3028     3 Regional         11        Positive            Positive
## 3029     2 Regional         18        Negative            Negative
## 3030     2 Regional         10        Positive            Positive
## 3031     2 Regional         21        Positive            Positive
## 3032     1 Regional         22        Positive            Positive
## 3033     2 Regional         28        Positive            Negative
## 3034     2 Regional         65        Positive            Positive
## 3035     2 Regional         24        Positive            Positive
## 3036     2 Regional         33        Positive            Positive
## 3037     1 Regional         50        Positive            Positive
## 3038     1 Regional         51        Positive            Positive
## 3039     1 Regional          5        Positive            Positive
## 3040     3 Regional         40        Positive            Positive
## 3041     2 Regional         24        Positive            Positive
## 3042     2 Regional         25        Positive            Positive
## 3043     2 Regional         21        Positive            Positive
## 3044     2 Regional          9        Positive            Positive
## 3045     2 Regional         10        Positive            Positive
## 3046     2 Regional         43        Positive            Positive
## 3047     1 Regional         13        Positive            Positive
## 3048     2 Regional         10        Positive            Positive
## 3049     2 Regional          8        Positive            Positive
## 3050     3 Regional         45        Positive            Positive
## 3051     1 Regional         14        Positive            Positive
## 3052     2 Regional         25        Positive            Positive
## 3053     2 Regional         45        Positive            Positive
## 3054     2 Regional         18        Positive            Positive
## 3055     2 Regional         21        Positive            Positive
## 3056     1 Regional         25        Positive            Positive
## 3057     2 Regional         20        Positive            Positive
## 3058     2 Regional         30        Positive            Positive
## 3059     2 Regional         35        Positive            Positive
## 3060     2 Regional         44        Positive            Positive
## 3061     3 Regional         47        Positive            Positive
## 3062     3 Regional         20        Positive            Positive
## 3063     2 Regional         55        Positive            Positive
## 3064     2 Regional          6        Positive            Positive
## 3065     1 Regional         13        Positive            Positive
## 3066     3 Regional         12        Positive            Positive
## 3067     3 Regional         25        Positive            Negative
## 3068     3 Regional         35        Positive            Positive
## 3069     3 Regional         50        Positive            Negative
## 3070     2 Regional         17        Positive            Negative
## 3071     3 Regional         33        Negative            Negative
## 3072     2 Regional         20        Positive            Positive
## 3073     1 Regional         13        Negative            Negative
## 3074    NA Regional         59        Negative            Positive
## 3075     2 Regional         42        Positive            Positive
## 3076     2 Regional          3        Positive            Positive
## 3077     2 Regional         16        Positive            Positive
## 3078     3  Distant         60        Positive            Positive
## 3079     3 Regional         14        Negative            Negative
## 3080     2 Regional         15        Positive            Positive
## 3081     1 Regional         34        Positive            Positive
## 3082     2 Regional         11        Positive            Positive
## 3083     1  Distant         27        Positive            Positive
## 3084     3 Regional         35        Positive            Positive
## 3085     1 Regional         35        Positive            Positive
## 3086     2 Regional         10        Positive            Positive
## 3087     1 Regional         22        Positive            Positive
## 3088     2 Regional         16        Positive            Positive
## 3089     2 Regional         20        Positive            Positive
## 3090     2 Regional         26        Positive            Positive
## 3091     3 Regional         38        Positive            Positive
## 3092     2 Regional         28        Positive            Positive
## 3093     2 Regional         14        Positive            Negative
## 3094     3 Regional         23        Positive            Positive
## 3095     1 Regional          9        Positive            Positive
## 3096     3 Regional         20        Negative            Negative
## 3097     3 Regional         20        Positive            Negative
## 3098     3 Regional         19        Positive            Positive
## 3099     2  Distant         60        Positive            Negative
## 3100     2 Regional         70        Positive            Positive
## 3101     2 Regional         40        Positive            Positive
## 3102     3 Regional         60        Positive            Negative
## 3103     3 Regional         20        Positive            Positive
## 3104     2 Regional         12        Positive            Negative
## 3105     1 Regional         25        Positive            Positive
## 3106     2 Regional         35        Positive            Positive
## 3107     2 Regional         40        Positive            Positive
## 3108     2 Regional         15        Positive            Positive
## 3109     3 Regional         40        Negative            Negative
## 3110     3 Regional         19        Positive            Positive
## 3111     3 Regional        100        Positive            Negative
## 3112     2 Regional         31        Positive            Positive
## 3113     1 Regional         48        Positive            Positive
## 3114     2 Regional         37        Positive            Positive
## 3115     3 Regional         20        Positive            Positive
## 3116     2 Regional         28        Positive            Positive
## 3117     3 Regional         26        Positive            Positive
## 3118     2 Regional         16        Positive            Positive
## 3119     2 Regional         21        Positive            Positive
## 3120     3 Regional         25        Positive            Positive
## 3121     2 Regional         19        Positive            Positive
## 3122     2 Regional         31        Positive            Positive
## 3123     2 Regional         22        Positive            Positive
## 3124     2 Regional          9        Positive            Positive
## 3125     2 Regional         19        Positive            Positive
## 3126     2 Regional         50        Positive            Positive
## 3127     2 Regional         35        Positive            Positive
## 3128     2 Regional         65        Positive            Positive
## 3129     3 Regional         22        Negative            Negative
## 3130     3 Regional         40        Positive            Positive
## 3131     3 Regional         20        Positive            Positive
## 3132     2 Regional         25        Positive            Positive
## 3133     3 Regional         50        Positive            Positive
## 3134     2 Regional         55        Positive            Negative
## 3135     3 Regional         30        Positive            Positive
## 3136     3 Regional         90        Positive            Positive
## 3137     1 Regional         12        Positive            Negative
## 3138     2 Regional         35        Positive            Negative
## 3139     3 Regional         47        Positive            Positive
## 3140     2 Regional         30        Positive            Positive
## 3141     2 Regional         17        Positive            Positive
## 3142     3 Regional         20        Positive            Negative
## 3143     2 Regional         14        Positive            Positive
## 3144     2 Regional         20        Positive            Positive
## 3145     2 Regional         37        Positive            Positive
## 3146     3 Regional         21        Positive            Positive
## 3147     2 Regional         24        Positive            Positive
## 3148     2 Regional         20        Positive            Negative
## 3149     2 Regional         18        Positive            Positive
## 3150     3 Regional         15        Positive            Positive
## 3151     2 Regional         25        Positive            Positive
## 3152     3 Regional         35        Positive            Negative
## 3153     2 Regional         15        Positive            Positive
## 3154     2 Regional         45        Positive            Positive
## 3155     1 Regional         24        Positive            Positive
## 3156     2 Regional         15        Positive            Positive
## 3157     3 Regional         16        Negative            Negative
## 3158     3 Regional         24        Positive            Positive
## 3159     2 Regional         11        Positive            Positive
## 3160     1 Regional          7        Positive            Positive
## 3161     1 Regional         60        Positive            Positive
## 3162     1 Regional         27        Positive            Positive
## 3163     2 Regional         40        Positive            Positive
## 3164     2 Regional         16        Positive            Negative
## 3165     1 Regional          9        Positive            Positive
## 3166     3 Regional         32        Negative            Negative
## 3167     2 Regional         35        Positive            Positive
## 3168     2 Regional         17        Positive            Positive
## 3169     3 Regional         10        Positive            Positive
## 3170     2 Regional         22        Positive            Positive
## 3171     2 Regional         35        Positive            Positive
## 3172     2 Regional         18        Positive            Positive
## 3173     2  Distant         35        Positive            Positive
## 3174     2 Regional         15        Positive            Positive
## 3175     3 Regional         27        Positive            Positive
## 3176     2 Regional         14        Positive            Positive
## 3177     2 Regional         15        Positive            Positive
## 3178     3 Regional         27        Positive            Positive
## 3179     3 Regional         32        Negative            Positive
## 3180     3 Regional         25        Negative            Negative
## 3181     2 Regional         16        Positive            Positive
## 3182     2 Regional         26        Positive            Positive
## 3183     2 Regional         20        Positive            Negative
## 3184     2 Regional         70        Positive            Positive
## 3185     2 Regional         24        Positive            Positive
## 3186     2 Regional         21        Positive            Positive
## 3187     2 Regional         30        Positive            Positive
## 3188     2 Regional         22        Positive            Positive
## 3189     1 Regional         11        Positive            Positive
## 3190     3 Regional         18        Positive            Positive
## 3191     2  Distant         90        Negative            Negative
## 3192     1 Regional         16        Positive            Positive
## 3193     3 Regional         45        Positive            Positive
## 3194     3 Regional         24        Positive            Negative
## 3195     2 Regional         30        Positive            Positive
## 3196     3 Regional         32        Positive            Positive
## 3197     3 Regional         42        Positive            Positive
## 3198     2 Regional         24        Positive            Positive
## 3199     2 Regional         24        Positive            Positive
## 3200     2 Regional         90        Positive            Positive
## 3201     3 Regional         40        Positive            Positive
## 3202     2 Regional         22        Positive            Positive
## 3203     3 Regional         27        Positive            Positive
## 3204     2 Regional         16        Positive            Positive
## 3205     3 Regional         72        Positive            Negative
## 3206     2 Regional         15        Positive            Negative
## 3207     3 Regional         40        Negative            Negative
## 3208     3 Regional         28        Positive            Positive
## 3209     1 Regional          8        Positive            Positive
## 3210     2 Regional         12        Positive            Positive
## 3211     3 Regional         15        Positive            Positive
## 3212     2 Regional         55        Positive            Positive
## 3213    NA Regional         16        Positive            Negative
## 3214     3 Regional         14        Positive            Positive
## 3215     2 Regional         21        Positive            Positive
## 3216     2 Regional         18        Positive            Negative
## 3217     2 Regional         18        Positive            Positive
## 3218     2 Regional         63        Positive            Positive
## 3219     2 Regional         48        Positive            Positive
## 3220     1 Regional         20        Positive            Positive
## 3221     1 Regional        101        Positive            Positive
## 3222     3 Regional         28        Positive            Negative
## 3223     2 Regional         40        Positive            Positive
## 3224     3 Regional         15        Positive            Positive
## 3225     2 Regional         11        Positive            Positive
## 3226     2 Regional         21        Positive            Positive
## 3227     3 Regional          7        Positive            Positive
## 3228     3 Regional         35        Positive            Positive
## 3229     2 Regional         22        Positive            Positive
## 3230     1 Regional         18        Positive            Positive
## 3231     3 Regional         34        Negative            Negative
## 3232     3 Regional        100        Positive            Positive
## 3233     2 Regional         30        Positive            Positive
## 3234     2 Regional         18        Positive            Positive
## 3235     2 Regional         29        Positive            Positive
## 3236     3 Regional         45        Positive            Negative
## 3237     2 Regional         18        Positive            Positive
## 3238     3 Regional         60        Positive            Negative
## 3239     2 Regional          6        Positive            Positive
## 3240     2 Regional         30        Positive            Positive
## 3241     2 Regional         20        Positive            Positive
## 3242     2 Regional         50        Positive            Negative
## 3243     2 Regional         17        Positive            Positive
## 3244     1 Regional         30        Positive            Positive
## 3245     3 Regional         25        Negative            Negative
## 3246     3 Regional         48        Negative            Negative
## 3247     3 Regional         70        Positive            Positive
## 3248     2 Regional         55        Positive            Positive
## 3249    NA Regional         13        Positive            Positive
## 3250     3 Regional         45        Negative            Negative
## 3251     2 Regional          9        Positive            Negative
## 3252     3 Regional         25        Positive            Positive
## 3253     2 Regional         47        Positive            Positive
## 3254     2 Regional         80        Positive            Positive
## 3255     2 Regional         25        Positive            Positive
## 3256     1 Regional          9        Positive            Positive
## 3257     1 Regional          7        Positive            Positive
## 3258     2 Regional         80        Positive            Positive
## 3259     1 Regional          9        Positive            Positive
## 3260     2 Regional         53        Positive            Positive
## 3261     2 Regional         30        Positive            Positive
## 3262     2 Regional         12        Positive            Positive
## 3263     1 Regional         10        Positive            Positive
## 3264     3 Regional         20        Positive            Positive
## 3265     1 Regional         40        Positive            Positive
## 3266     2 Regional         42        Positive            Positive
## 3267     2 Regional         17        Positive            Positive
## 3268     2 Regional         21        Positive            Positive
## 3269     2 Regional         18        Positive            Positive
## 3270     2 Regional         35        Positive            Negative
## 3271     2 Regional         18        Positive            Positive
## 3272     1 Regional         17        Positive            Positive
## 3273     2 Regional         30        Positive            Positive
## 3274     2 Regional         39        Positive            Positive
## 3275     2 Regional         18        Positive            Negative
## 3276     2 Regional         45        Positive            Positive
## 3277     2 Regional         11        Positive            Positive
## 3278     3 Regional         20        Positive            Negative
## 3279     1 Regional         50        Positive            Positive
## 3280     2 Regional         55        Positive            Positive
## 3281     1 Regional         10        Positive            Positive
## 3282     2 Regional         13        Positive            Positive
## 3283     2 Regional         28        Positive            Positive
## 3284     2 Regional         16        Positive            Positive
## 3285     2 Regional         27        Positive            Positive
## 3286     2 Regional         15        Positive            Positive
## 3287     3 Regional         31        Negative            Negative
## 3288     3  Distant         94        Positive            Positive
## 3289     3 Regional         29        Positive            Positive
## 3290     2 Regional         70        Positive            Positive
## 3291     2 Regional         14        Positive            Positive
## 3292     2 Regional         36        Positive            Positive
## 3293     3 Regional         25        Positive            Positive
## 3294     2 Regional         27        Positive            Negative
## 3295     2 Regional         30        Positive            Positive
## 3296     2 Regional         40        Positive            Positive
## 3297     2 Regional         40        Positive            Positive
## 3298     1 Regional         11        Positive            Positive
## 3299     2 Regional         36        Negative            Negative
## 3300     2 Regional         50        Positive            Positive
## 3301     3 Regional         10        Positive            Positive
## 3302     2 Regional         68        Positive            Positive
## 3303     2 Regional         35        Positive            Positive
## 3304     3 Regional         32        Positive            Positive
## 3305     2 Regional         14        Positive            Positive
## 3306     2 Regional         13        Positive            Positive
## 3307     3 Regional         70        Positive            Positive
## 3308     2 Regional         23        Positive            Positive
## 3309     1 Regional         19        Positive            Negative
## 3310     2 Regional         80        Positive            Positive
## 3311     2 Regional         25        Positive            Positive
## 3312     2 Regional         15        Positive            Positive
## 3313     3 Regional         15        Positive            Negative
## 3314     2 Regional         50        Positive            Positive
## 3315     3 Regional         24        Positive            Positive
## 3316     3 Regional         27        Positive            Positive
## 3317     2 Regional         43        Positive            Negative
## 3318     3 Regional         15        Positive            Positive
## 3319     2 Regional         70        Positive            Positive
## 3320     2 Regional         20        Positive            Positive
## 3321     3 Regional         28        Positive            Positive
## 3322     3 Regional         17        Positive            Positive
## 3323     2 Regional         38        Positive            Positive
## 3324     2 Regional         35        Positive            Positive
## 3325     3 Regional          7        Positive            Positive
## 3326     2 Regional         34        Positive            Positive
## 3327     2 Regional         40        Positive            Positive
## 3328     2 Regional         30        Positive            Positive
## 3329     2 Regional         40        Positive            Negative
## 3330     2 Regional         25        Positive            Positive
## 3331     1 Regional         50        Positive            Positive
## 3332     3 Regional         33        Positive            Negative
## 3333     3 Regional         52        Positive            Positive
## 3334     2 Regional         50        Positive            Negative
## 3335     2 Regional         42        Positive            Positive
## 3336     2  Distant         38        Positive            Positive
## 3337     2 Regional         45        Negative            Negative
## 3338     2 Regional         19        Positive            Positive
## 3339     2 Regional         17        Positive            Positive
## 3340     2 Regional         40        Positive            Positive
## 3341     2 Regional         21        Positive            Positive
## 3342     2 Regional         13        Positive            Positive
## 3343     3 Regional         15        Positive            Positive
## 3344     2 Regional         10        Positive            Positive
## 3345     1 Regional         12        Positive            Positive
## 3346     2 Regional         22        Positive            Positive
## 3347     2 Regional         25        Positive            Positive
## 3348     1 Regional          3        Positive            Negative
## 3349     1 Regional         23        Positive            Positive
## 3350     2 Regional         35        Positive            Positive
## 3351     2 Regional         10        Positive            Positive
## 3352     2 Regional         32        Positive            Negative
## 3353     3 Regional         18        Positive            Positive
## 3354     2 Regional         17        Positive            Positive
## 3355     2 Regional         16        Positive            Positive
## 3356     3 Regional         12        Negative            Negative
## 3357     2 Regional         39        Positive            Positive
## 3358     2 Regional         18        Positive            Positive
## 3359     1 Regional         23        Positive            Positive
## 3360     1 Regional         25        Positive            Positive
## 3361     3 Regional         36        Positive            Negative
## 3362     2 Regional         26        Positive            Positive
## 3363     3 Regional         17        Positive            Positive
## 3364     2 Regional         14        Positive            Positive
## 3365     3 Regional          7        Positive            Positive
## 3366     2 Regional         10        Positive            Positive
## 3367     3  Distant         13        Negative            Negative
## 3368     2 Regional         15        Positive            Positive
## 3369     2 Regional         22        Positive            Positive
## 3370     2 Regional          2        Positive            Positive
## 3371     2 Regional         22        Positive            Positive
## 3372     2 Regional         70        Positive            Positive
## 3373     2 Regional         50        Positive            Positive
## 3374     2 Regional         20        Positive            Positive
## 3375     2 Regional         84        Positive            Positive
## 3376     3 Regional         20        Positive            Positive
## 3377     2 Regional         23        Positive            Negative
## 3378     2 Regional         41        Positive            Positive
## 3379     3 Regional         25        Positive            Positive
## 3380     1 Regional         10        Positive            Positive
## 3381     1 Regional         13        Positive            Positive
## 3382     2 Regional         30        Positive            Positive
## 3383     2 Regional         30        Positive            Positive
## 3384     2 Regional         35        Positive            Positive
## 3385     2 Regional         25        Positive            Negative
## 3386     3 Regional         19        Positive            Negative
## 3387     3 Regional         35        Positive            Positive
## 3388     2 Regional         35        Positive            Positive
## 3389     2 Regional         30        Positive            Positive
## 3390     3 Regional         21        Positive            Negative
## 3391     2 Regional         18        Positive            Positive
## 3392     2 Regional         15        Positive            Positive
## 3393     2 Regional         74        Positive            Positive
## 3394     2 Regional         50        Positive            Positive
## 3395     3  Distant         76        Negative            Negative
## 3396     1 Regional         17        Positive            Positive
## 3397     2 Regional         20        Positive            Positive
## 3398     1 Regional         50        Positive            Positive
## 3399     2 Regional         30        Positive            Positive
## 3400     2 Regional        120        Positive            Positive
## 3401     2 Regional         15        Positive            Positive
## 3402     3 Regional         24        Positive            Positive
## 3403     2 Regional         15        Positive            Positive
## 3404     2 Regional          5        Positive            Positive
## 3405     2 Regional         25        Positive            Positive
## 3406     2 Regional         13        Positive            Positive
## 3407     2 Regional         10        Positive            Positive
## 3408     2 Regional         21        Positive            Positive
## 3409     2 Regional         17        Positive            Positive
## 3410     2 Regional         34        Positive            Negative
## 3411     2 Regional         22        Positive            Positive
## 3412     2 Regional         15        Positive            Positive
## 3413     2 Regional         24        Positive            Positive
## 3414     2 Regional         28        Positive            Positive
## 3415     2 Regional         23        Positive            Negative
## 3416     3 Regional         42        Positive            Negative
## 3417     2 Regional         30        Positive            Positive
## 3418     2 Regional         16        Positive            Positive
## 3419     2 Regional         30        Positive            Negative
## 3420     2 Regional         50        Positive            Positive
## 3421     2 Regional         22        Positive            Positive
## 3422     2 Regional         15        Positive            Positive
## 3423     1 Regional         15        Positive            Positive
## 3424     2 Regional         25        Positive            Positive
## 3425     3 Regional         13        Positive            Negative
## 3426     3 Regional         25        Positive            Positive
## 3427     2 Regional         29        Positive            Positive
## 3428     2 Regional         14        Positive            Positive
## 3429     3 Regional         14        Negative            Negative
## 3430     2 Regional         24        Positive            Positive
## 3431     2 Regional         35        Positive            Positive
## 3432     2 Regional         23        Positive            Positive
## 3433     2 Regional         30        Positive            Positive
## 3434     2 Regional         24        Positive            Positive
## 3435     1 Regional         52        Positive            Positive
## 3436     2 Regional         15        Positive            Positive
## 3437     1 Regional         27        Positive            Positive
## 3438     3 Regional         30        Positive            Positive
## 3439     3 Regional         30        Positive            Positive
## 3440     3  Distant         54        Positive            Positive
## 3441     2 Regional         12        Positive            Negative
## 3442     2 Regional         30        Positive            Negative
## 3443     3 Regional         25        Positive            Positive
## 3444     3 Regional         21        Positive            Positive
## 3445     1 Regional          7        Positive            Negative
## 3446     2 Regional         18        Positive            Positive
## 3447     2  Distant         40        Positive            Positive
## 3448     3 Regional         18        Positive            Positive
## 3449     2 Regional         25        Positive            Positive
## 3450     1 Regional         31        Positive            Positive
## 3451     3 Regional         23        Positive            Positive
## 3452     2 Regional         15        Positive            Positive
## 3453     3 Regional         25        Positive            Positive
## 3454     2 Regional         27        Positive            Negative
## 3455     3 Regional         52        Positive            Positive
## 3456     2 Regional         21        Positive            Positive
## 3457     3 Regional         26        Negative            Negative
## 3458     2 Regional         32        Positive            Positive
## 3459     2 Regional         15        Positive            Positive
## 3460     3 Regional         21        Positive            Positive
## 3461     3  Distant         26        Positive            Positive
## 3462     2 Regional         14        Positive            Positive
## 3463     2 Regional         22        Positive            Positive
## 3464     2 Regional         34        Positive            Positive
## 3465     3 Regional         30        Positive            Positive
## 3466     2 Regional         15        Positive            Negative
## 3467     1 Regional         15        Positive            Positive
## 3468     3 Regional         30        Positive            Positive
## 3469     2 Regional         13        Positive            Positive
## 3470     2 Regional         50        Positive            Positive
## 3471     2 Regional         28        Positive            Positive
## 3472     2 Regional         25        Positive            Positive
## 3473     1 Regional         26        Positive            Positive
## 3474     1 Regional          7        Positive            Positive
## 3475     2 Regional          2        Positive            Negative
## 3476     3 Regional         22        Positive            Positive
## 3477     3 Regional         59        Positive            Positive
## 3478     2 Regional         25        Negative            Negative
## 3479     3 Regional         14        Positive            Positive
## 3480     1 Regional         43        Positive            Positive
## 3481     1 Regional          8        Positive            Positive
## 3482     2 Regional         70        Positive            Positive
## 3483     2 Regional         28        Positive            Positive
## 3484     2 Regional         18        Positive            Positive
## 3485     2 Regional         12        Positive            Positive
## 3486     1 Regional         20        Positive            Positive
## 3487     2 Regional         20        Positive            Positive
## 3488     2 Regional         11        Positive            Positive
## 3489     2 Regional         17        Positive            Positive
## 3490     2 Regional         17        Positive            Positive
## 3491     2 Regional         26        Positive            Positive
## 3492     3 Regional         12        Positive            Positive
## 3493     2 Regional         35        Positive            Positive
## 3494     2 Regional          6        Positive            Positive
## 3495     2 Regional         22        Positive            Positive
## 3496     1 Regional         22        Positive            Positive
## 3497     1 Regional         19        Positive            Positive
## 3498     2 Regional         50        Positive            Positive
## 3499     2 Regional         15        Positive            Positive
## 3500     2 Regional         15        Positive            Negative
## 3501     3 Regional         72        Negative            Negative
## 3502     2 Regional         45        Positive            Positive
## 3503     3 Regional         20        Positive            Positive
## 3504     3 Regional         90        Positive            Positive
## 3505     2 Regional         35        Positive            Negative
## 3506     2 Regional         31        Positive            Negative
## 3507     2 Regional         10        Positive            Positive
## 3508     3 Regional         28        Positive            Positive
## 3509     1 Regional         30        Positive            Positive
## 3510     2 Regional         86        Negative            Negative
## 3511     3 Regional         25        Positive            Negative
## 3512     3 Regional         70        Positive            Negative
## 3513     3 Regional         30        Positive            Positive
## 3514     2 Regional         40        Positive            Positive
## 3515     2 Regional         20        Positive            Positive
## 3516     2  Distant         40        Positive            Positive
## 3517     1 Regional         13        Positive            Positive
## 3518     3 Regional         30        Positive            Negative
## 3519     1 Regional         40        Positive            Positive
## 3520     3 Regional         48        Positive            Positive
## 3521     2 Regional         50        Positive            Positive
## 3522     2 Regional         21        Positive            Negative
## 3523     2 Regional         18        Positive            Positive
## 3524     2 Regional         18        Positive            Positive
## 3525     2 Regional         58        Positive            Positive
## 3526     1 Regional         37        Negative            Positive
## 3527    NA Regional         28        Positive            Positive
## 3528     1 Regional         18        Positive            Positive
## 3529     1 Regional         18        Positive            Positive
## 3530     2 Regional         32        Positive            Positive
## 3531     2 Regional         22        Positive            Negative
## 3532     2 Regional         18        Positive            Positive
## 3533     2 Regional         22        Positive            Positive
## 3534     3 Regional         39        Positive            Positive
## 3535     2 Regional         24        Positive            Positive
## 3536     2 Regional         30        Positive            Negative
## 3537     2 Regional         25        Positive            Positive
## 3538     1 Regional         15        Positive            Positive
## 3539     3 Regional         35        Positive            Positive
## 3540     2 Regional         10        Positive            Positive
## 3541     1 Regional         40        Positive            Positive
## 3542     2 Regional          9        Positive            Positive
## 3543     2 Regional         40        Positive            Positive
## 3544     2 Regional         30        Positive            Positive
## 3545     2 Regional         50        Positive            Positive
## 3546     2 Regional         20        Positive            Positive
## 3547     2 Regional         15        Positive            Positive
## 3548     3 Regional         30        Positive            Positive
## 3549     3 Regional         17        Positive            Positive
## 3550     2 Regional         15        Positive            Positive
## 3551     3 Regional         48        Positive            Positive
## 3552     2 Regional         62        Positive            Positive
## 3553     2 Regional          7        Positive            Positive
## 3554     2 Regional         15        Positive            Positive
## 3555     3 Regional         95        Positive            Positive
## 3556     3 Regional         15        Positive            Positive
## 3557     2 Regional          9        Positive            Positive
## 3558     2 Regional         25        Positive            Positive
## 3559     1 Regional         11        Positive            Positive
## 3560     2 Regional         14        Positive            Positive
## 3561     3 Regional         14        Positive            Positive
## 3562     2 Regional         15        Positive            Positive
## 3563     3 Regional         15        Positive            Positive
## 3564     2 Regional         25        Positive            Positive
## 3565     2 Regional         18        Positive            Positive
## 3566     2 Regional         60        Positive            Positive
## 3567     3 Regional         15        Positive            Positive
## 3568     3 Regional         45        Positive            Positive
## 3569     2 Regional         35        Positive            Positive
## 3570     2 Regional         40        Positive            Positive
## 3571     2 Regional         30        Positive            Positive
## 3572     2 Regional         12        Positive            Positive
## 3573     2 Regional         13        Positive            Positive
## 3574     2 Regional         43        Positive            Positive
## 3575     2 Regional         75        Positive            Positive
## 3576     3 Regional        100        Positive            Negative
## 3577     3 Regional         17        Positive            Positive
## 3578     2 Regional         12        Positive            Positive
## 3579     2 Regional         75        Positive            Positive
## 3580     2 Regional         12        Positive            Positive
## 3581     3 Regional         37        Positive            Positive
## 3582     2 Regional         54        Positive            Positive
## 3583     3  Distant         85        Positive            Positive
## 3584     2 Regional         20        Positive            Positive
## 3585     2 Regional         46        Positive            Positive
## 3586     2 Regional         21        Positive            Positive
## 3587     2 Regional         33        Positive            Positive
## 3588     3 Regional         33        Positive            Positive
## 3589     3 Regional         29        Positive            Positive
## 3590     3 Regional         20        Negative            Negative
## 3591     2 Regional         65        Positive            Positive
## 3592     3  Distant        120        Negative            Negative
## 3593     2 Regional         30        Positive            Positive
## 3594     3 Regional         16        Positive            Positive
## 3595     3 Regional         90        Negative            Negative
## 3596     2 Regional         25        Positive            Positive
## 3597     1 Regional         32        Positive            Positive
## 3598     2 Regional         29        Positive            Positive
## 3599     2 Regional         12        Positive            Positive
## 3600     1 Regional         32        Positive            Positive
## 3601     3 Regional         35        Positive            Positive
## 3602     3 Regional         22        Positive            Positive
## 3603     2 Regional         40        Positive            Positive
## 3604     1 Regional          7        Positive            Positive
## 3605     2 Regional         23        Positive            Positive
## 3606     2 Regional         30        Positive            Positive
## 3607     2 Regional         15        Positive            Positive
## 3608     2 Regional         17        Positive            Positive
## 3609     2 Regional         15        Positive            Positive
## 3610     2 Regional         40        Positive            Positive
## 3611     2 Regional         17        Positive            Positive
## 3612     1 Regional         15        Positive            Positive
## 3613     3 Regional         16        Positive            Positive
## 3614     2 Regional          9        Positive            Positive
## 3615     2 Regional         25        Positive            Positive
## 3616     2 Regional         20        Positive            Positive
## 3617     2 Regional         90        Positive            Negative
## 3618     1 Regional         10        Positive            Positive
## 3619     2 Regional         23        Positive            Positive
## 3620     2 Regional         30        Positive            Positive
## 3621     2  Distant         82        Positive            Negative
## 3622     2 Regional         40        Positive            Positive
## 3623     2 Regional         15        Positive            Positive
## 3624     3 Regional         30        Positive            Negative
## 3625     2 Regional         30        Positive            Positive
## 3626     1 Regional         16        Positive            Positive
## 3627     2 Regional         19        Positive            Positive
## 3628     2 Regional         80        Positive            Positive
## 3629     3 Regional         30        Positive            Negative
## 3630     2 Regional         50        Positive            Positive
## 3631     3 Regional         66        Positive            Positive
## 3632     3 Regional         40        Positive            Positive
## 3633     2 Regional         45        Positive            Positive
## 3634     2 Regional         25        Positive            Positive
## 3635     2 Regional         13        Positive            Positive
## 3636     1 Regional         37        Positive            Positive
## 3637     2 Regional         20        Positive            Negative
## 3638     3 Regional         42        Positive            Positive
## 3639     1 Regional         35        Negative            Negative
## 3640     2 Regional         20        Positive            Positive
## 3641     2 Regional         60        Negative            Negative
## 3642     1 Regional         60        Positive            Positive
## 3643     1 Regional         45        Positive            Positive
## 3644     3 Regional         20        Positive            Positive
## 3645     2 Regional         19        Positive            Positive
## 3646     2 Regional         23        Positive            Positive
## 3647     2 Regional         55        Positive            Positive
## 3648     1 Regional         23        Positive            Positive
## 3649     2 Regional         30        Positive            Positive
## 3650     2 Regional         51        Positive            Positive
## 3651     3 Regional         22        Positive            Positive
## 3652     3 Regional         21        Positive            Positive
## 3653     2 Regional         16        Positive            Positive
## 3654     2 Regional         53        Positive            Positive
## 3655     3 Regional         23        Positive            Positive
## 3656     2 Regional         25        Positive            Positive
## 3657     3 Regional         18        Negative            Positive
## 3658     3 Regional         20        Negative            Negative
## 3659     2 Regional         26        Positive            Positive
## 3660     1 Regional         65        Positive            Positive
## 3661     2 Regional         21        Positive            Positive
## 3662     1 Regional         55        Positive            Positive
## 3663     2 Regional          7        Positive            Positive
## 3664     1 Regional         14        Positive            Positive
## 3665     2 Regional         50        Positive            Positive
## 3666     1 Regional         10        Positive            Negative
## 3667     2 Regional          8        Positive            Positive
## 3668     2 Regional         20        Positive            Positive
## 3669     2 Regional         40        Positive            Positive
## 3670     3 Regional         33        Negative            Negative
## 3671     2 Regional         20        Positive            Positive
## 3672     2 Regional         26        Positive            Positive
## 3673     1 Regional         17        Positive            Negative
## 3674     3 Regional         51        Positive            Negative
## 3675     2 Regional         30        Positive            Positive
## 3676     2 Regional         30        Positive            Positive
## 3677     2 Regional         15        Positive            Positive
## 3678     2 Regional         18        Positive            Positive
## 3679     3 Regional         43        Negative            Negative
## 3680     2 Regional         15        Positive            Positive
## 3681     2 Regional         15        Positive            Positive
## 3682     3 Regional         28        Positive            Positive
## 3683     1 Regional         32        Negative            Negative
## 3684     2 Regional         32        Positive            Positive
## 3685     1 Regional         25        Positive            Positive
## 3686     2 Regional         18        Positive            Positive
## 3687     2 Regional         19        Positive            Positive
## 3688     2 Regional         30        Positive            Positive
## 3689     2 Regional         30        Positive            Positive
## 3690     2 Regional         25        Positive            Positive
## 3691     2 Regional         36        Positive            Positive
## 3692     2 Regional         40        Positive            Positive
## 3693     2 Regional         26        Positive            Positive
## 3694     2 Regional         40        Positive            Positive
## 3695     2 Regional         31        Positive            Positive
## 3696     2 Regional         15        Positive            Positive
## 3697     2 Regional         12        Positive            Positive
## 3698     3 Regional         20        Positive            Positive
## 3699     2 Regional         32        Positive            Negative
## 3700     3 Regional         28        Negative            Positive
## 3701     2 Regional         13        Positive            Positive
## 3702     1 Regional         47        Positive            Positive
## 3703     2 Regional         40        Positive            Positive
## 3704     3 Regional         30        Negative            Negative
## 3705     3 Regional         23        Positive            Positive
## 3706     2 Regional         40        Positive            Positive
## 3707     2 Regional         26        Positive            Positive
## 3708     2 Regional        100        Positive            Positive
## 3709     3 Regional         50        Positive            Positive
## 3710     2 Regional         18        Positive            Positive
## 3711     2 Regional         13        Positive            Positive
## 3712     3 Regional         30        Negative            Negative
## 3713     2 Regional         50        Positive            Positive
## 3714     2 Regional         33        Positive            Positive
## 3715     2 Regional         44        Positive            Positive
## 3716     2 Regional         45        Positive            Positive
## 3717     3 Regional         30        Positive            Positive
## 3718     3 Regional         23        Positive            Negative
## 3719     1 Regional         13        Positive            Positive
## 3720     2 Regional         18        Positive            Positive
## 3721     3 Regional         28        Negative            Negative
## 3722     3 Regional         50        Positive            Positive
## 3723     3 Regional         11        Positive            Positive
## 3724     2 Regional         15        Positive            Positive
## 3725     1  Distant         25        Positive            Positive
## 3726     2 Regional         27        Positive            Positive
## 3727     2 Regional         65        Positive            Positive
## 3728     3 Regional         55        Positive            Positive
## 3729     2 Regional         40        Positive            Positive
## 3730     3 Regional         14        Negative            Negative
## 3731     2 Regional         50        Positive            Positive
## 3732     1 Regional         30        Positive            Negative
## 3733     3 Regional         21        Positive            Positive
## 3734     2 Regional         55        Positive            Positive
## 3735     3 Regional        120        Negative            Negative
## 3736     3 Regional         40        Positive            Positive
## 3737     3 Regional         25        Positive            Positive
## 3738     2 Regional         55        Positive            Positive
## 3739     2 Regional         12        Positive            Positive
## 3740     2 Regional         65        Positive            Negative
## 3741     1 Regional         34        Positive            Positive
## 3742     3 Regional         22        Positive            Positive
## 3743     3 Regional         35        Positive            Positive
## 3744     1 Regional         17        Positive            Positive
## 3745     2 Regional         20        Positive            Positive
## 3746     3  Distant         70        Positive            Positive
## 3747     2 Regional         40        Positive            Positive
## 3748     2 Regional         22        Positive            Positive
## 3749     1 Regional         14        Positive            Positive
## 3750     1 Regional         13        Positive            Negative
## 3751     2 Regional         15        Positive            Positive
## 3752     2 Regional         23        Positive            Negative
## 3753     2 Regional         55        Positive            Positive
## 3754     2 Regional         18        Positive            Positive
## 3755     2 Regional         75        Positive            Positive
## 3756     3 Regional         47        Negative            Negative
## 3757     3 Regional         14        Positive            Positive
## 3758     2 Regional         38        Positive            Positive
## 3759     3 Regional         23        Negative            Positive
## 3760     1 Regional          9        Positive            Positive
## 3761     2 Regional         12        Positive            Positive
## 3762     3 Regional         25        Positive            Positive
## 3763     1 Regional         26        Positive            Positive
## 3764     1 Regional          5        Negative            Negative
## 3765     2 Regional         18        Positive            Positive
## 3766     3 Regional         25        Positive            Negative
## 3767     1 Regional         30        Positive            Negative
## 3768     2 Regional         15        Positive            Positive
## 3769     1 Regional         15        Positive            Positive
## 3770     2 Regional         25        Positive            Negative
## 3771     2 Regional         64        Positive            Positive
## 3772     2 Regional         40        Positive            Negative
## 3773     3 Regional         20        Positive            Positive
## 3774     2 Regional         31        Positive            Positive
## 3775     2 Regional         30        Positive            Positive
## 3776     2 Regional        120        Positive            Positive
## 3777     1 Regional         31        Positive            Positive
## 3778     1 Regional         15        Positive            Positive
## 3779     2 Regional         24        Positive            Positive
## 3780     1 Regional         25        Positive            Positive
## 3781     2 Regional         35        Positive            Positive
## 3782     2 Regional          7        Positive            Positive
## 3783     3 Regional         20        Positive            Positive
## 3784     2 Regional         19        Positive            Positive
## 3785     2 Regional         45        Positive            Positive
## 3786     2 Regional         25        Negative            Negative
## 3787     2 Regional         11        Positive            Positive
## 3788     2 Regional         15        Positive            Positive
## 3789     2 Regional         30        Positive            Positive
## 3790     3 Regional         17        Positive            Positive
## 3791     3 Regional         37        Positive            Negative
## 3792     3 Regional         13        Positive            Negative
## 3793     2 Regional         38        Positive            Positive
## 3794     3 Regional         25        Positive            Positive
## 3795     2 Regional         20        Positive            Positive
## 3796     2 Regional          9        Positive            Positive
## 3797     2 Regional         33        Positive            Positive
## 3798     2 Regional         16        Positive            Positive
## 3799     2 Regional         30        Positive            Positive
## 3800     2 Regional         27        Positive            Positive
## 3801     2 Regional         22        Positive            Positive
## 3802     2 Regional         15        Positive            Positive
## 3803     1 Regional         11        Positive            Positive
## 3804     2 Regional         17        Positive            Positive
## 3805     2 Regional         44        Positive            Positive
## 3806     2 Regional         54        Positive            Positive
## 3807     2 Regional          8        Positive            Negative
## 3808     3 Regional          9        Positive            Positive
## 3809     3 Regional         25        Negative            Negative
## 3810     2 Regional         25        Positive            Positive
## 3811     2 Regional         15        Positive            Positive
## 3812     3 Regional         25        Negative            Negative
## 3813     3  Distant         55        Positive            Positive
## 3814     2 Regional         41        Positive            Positive
## 3815     2 Regional         15        Negative            Negative
## 3816     2 Regional         15        Positive            Negative
## 3817     2 Regional         25        Positive            Positive
## 3818     3 Regional         25        Positive            Positive
## 3819     2 Regional         32        Positive            Positive
## 3820     2 Regional         30        Positive            Negative
## 3821     2 Regional         14        Positive            Positive
## 3822     3 Regional         58        Positive            Negative
## 3823     2 Regional         30        Positive            Negative
## 3824     2 Regional         12        Positive            Positive
## 3825     2 Regional         24        Positive            Positive
## 3826     3 Regional         47        Positive            Positive
## 3827     1 Regional         18        Positive            Positive
## 3828     2 Regional         55        Positive            Positive
## 3829     3 Regional         25        Positive            Positive
## 3830     2 Regional         53        Positive            Positive
## 3831     2 Regional         23        Positive            Positive
## 3832     1 Regional         22        Positive            Positive
## 3833     1 Regional         12        Positive            Positive
## 3834     2 Regional         32        Positive            Positive
## 3835     2 Regional         40        Positive            Positive
## 3836     2 Regional         60        Positive            Positive
## 3837     3 Regional         25        Positive            Negative
## 3838     2 Regional         11        Positive            Positive
## 3839     2 Regional         65        Positive            Positive
## 3840     2 Regional         80        Positive            Positive
## 3841     1 Regional         55        Positive            Positive
## 3842     3 Regional         16        Positive            Positive
## 3843     3 Regional         18        Positive            Positive
## 3844     2 Regional         17        Positive            Positive
## 3845     1 Regional         18        Positive            Positive
## 3846     2 Regional         50        Positive            Positive
## 3847     1 Regional         21        Positive            Positive
## 3848     2 Regional         50        Positive            Positive
## 3849     1 Regional         13        Positive            Positive
## 3850     2 Regional         51        Positive            Positive
## 3851     3 Regional         25        Positive            Positive
## 3852     2 Regional         30        Positive            Positive
## 3853     3 Regional         15        Positive            Positive
## 3854     3 Regional         40        Positive            Positive
## 3855     1 Regional         10        Positive            Positive
## 3856     3 Regional         34        Positive            Positive
## 3857     3 Regional         70        Positive            Positive
## 3858     3 Regional         27        Positive            Negative
## 3859     3 Regional         21        Positive            Positive
## 3860     3 Regional         15        Positive            Positive
## 3861     2 Regional         15        Positive            Positive
## 3862     2 Regional         46        Positive            Positive
## 3863     2 Regional          4        Positive            Positive
## 3864     2 Regional          5        Positive            Negative
## 3865     3 Regional         40        Negative            Negative
## 3866     2 Regional         19        Positive            Positive
## 3867     2 Regional         33        Positive            Positive
## 3868     1 Regional         11        Positive            Positive
## 3869     2 Regional         34        Positive            Positive
## 3870     2 Regional         16        Positive            Positive
## 3871     3 Regional         21        Positive            Positive
## 3872     3 Regional         80        Positive            Positive
## 3873     2 Regional         55        Positive            Positive
## 3874     2 Regional          9        Positive            Positive
## 3875     3 Regional         21        Positive            Positive
## 3876     3 Regional         25        Positive            Positive
## 3877     1 Regional         18        Positive            Negative
## 3878     3 Regional         41        Negative            Negative
## 3879     2 Regional         23        Positive            Positive
## 3880     2 Regional         15        Positive            Positive
## 3881     2 Regional         13        Positive            Positive
## 3882     2 Regional         35        Positive            Positive
## 3883     1 Regional         33        Positive            Positive
## 3884     2 Regional         11        Positive            Positive
## 3885     3 Regional         35        Positive            Positive
## 3886     3 Regional         30        Positive            Positive
## 3887     2 Regional         25        Positive            Positive
## 3888     3 Regional         27        Positive            Positive
## 3889     3 Regional         96        Positive            Negative
## 3890     3 Regional         40        Positive            Positive
## 3891     2 Regional         11        Positive            Negative
## 3892     2 Regional         20        Positive            Positive
## 3893     2 Regional         50        Positive            Positive
## 3894     2 Regional         75        Positive            Positive
## 3895     3 Regional         24        Positive            Negative
## 3896     2 Regional         32        Positive            Positive
## 3897     2  Distant         16        Positive            Negative
## 3898     2 Regional         27        Positive            Positive
## 3899     2 Regional         15        Positive            Positive
## 3900     1 Regional         19        Positive            Positive
## 3901     2 Regional         20        Positive            Positive
## 3902     2 Regional         35        Positive            Positive
## 3903     2 Regional         80        Positive            Positive
## 3904     3 Regional         40        Positive            Positive
## 3905     2 Regional         18        Positive            Negative
## 3906     2 Regional         12        Positive            Positive
## 3907     2 Regional         25        Positive            Negative
## 3908     1 Regional         19        Positive            Positive
## 3909     2 Regional         60        Positive            Positive
## 3910     3 Regional         79        Positive            Positive
## 3911     1 Regional         95        Positive            Positive
## 3912     2 Regional         30        Positive            Positive
## 3913     2 Regional         50        Positive            Negative
## 3914     2 Regional         22        Positive            Positive
## 3915     2 Regional         33        Positive            Positive
## 3916     2 Regional         15        Positive            Positive
## 3917     2 Regional         11        Positive            Negative
## 3918     3 Regional         30        Positive            Positive
## 3919     2 Regional          8        Positive            Positive
## 3920     3  Distant         25        Positive            Positive
## 3921     2 Regional         30        Positive            Positive
## 3922     3 Regional         15        Positive            Positive
## 3923     2 Regional         30        Positive            Positive
## 3924     2 Regional         70        Positive            Positive
## 3925     2 Regional          7        Positive            Positive
## 3926     2 Regional         80        Positive            Positive
## 3927     2 Regional          6        Negative            Negative
## 3928     2 Regional         30        Positive            Positive
## 3929     1 Regional         21        Positive            Positive
## 3930     3 Regional         17        Positive            Positive
## 3931     2  Distant        120        Positive            Positive
## 3932     2 Regional         27        Positive            Positive
## 3933     2 Regional         22        Positive            Positive
## 3934     2 Regional         35        Positive            Negative
## 3935     2 Regional          6        Positive            Positive
## 3936     2 Regional         15        Positive            Positive
## 3937     1 Regional         20        Positive            Positive
## 3938     2 Regional         11        Positive            Positive
## 3939     2 Regional         30        Positive            Positive
## 3940     2 Regional         20        Positive            Negative
## 3941     2 Regional         30        Negative            Negative
## 3942     1 Regional         20        Positive            Positive
## 3943     3 Regional         40        Positive            Negative
## 3944     3 Regional         30        Positive            Positive
## 3945     1 Regional         15        Positive            Positive
## 3946     3 Regional         60        Positive            Positive
## 3947     1 Regional         17        Positive            Positive
## 3948     2 Regional         35        Positive            Positive
## 3949     3 Regional         34        Positive            Positive
## 3950     3 Regional         35        Positive            Positive
## 3951     2 Regional         25        Positive            Positive
## 3952     2 Regional         18        Positive            Positive
## 3953     1 Regional          8        Positive            Positive
## 3954     2 Regional         24        Positive            Positive
## 3955     3 Regional         13        Positive            Positive
## 3956     3 Regional         30        Positive            Positive
## 3957     2 Regional         27        Positive            Positive
## 3958     2 Regional         15        Positive            Positive
## 3959     2 Regional         27        Positive            Positive
## 3960     2 Regional         22        Positive            Positive
## 3961     2 Regional         50        Positive            Negative
## 3962     2 Regional         22        Positive            Positive
## 3963     3 Regional         25        Positive            Positive
## 3964     1 Regional         21        Positive            Positive
## 3965     3 Regional         12        Negative            Negative
## 3966     1 Regional        140        Positive            Positive
## 3967     2 Regional         30        Positive            Positive
## 3968     2 Regional         60        Positive            Positive
## 3969     2 Regional         35        Positive            Positive
## 3970     2 Regional         12        Positive            Negative
## 3971     3 Regional         12        Positive            Positive
## 3972     3 Regional         21        Positive            Positive
## 3973     2 Regional         70        Positive            Positive
## 3974     2 Regional         20        Positive            Positive
## 3975     3  Distant         67        Positive            Positive
## 3976     3 Regional         24        Positive            Positive
## 3977     2 Regional         62        Positive            Positive
## 3978     2 Regional         11        Positive            Positive
## 3979     2 Regional         17        Positive            Positive
## 3980     1 Regional         32        Positive            Negative
## 3981     3 Regional         65        Positive            Positive
## 3982     2 Regional         58        Positive            Positive
## 3983     3 Regional         52        Positive            Positive
## 3984     2 Regional         30        Positive            Positive
## 3985     2 Regional         12        Positive            Positive
## 3986     3 Regional         20        Positive            Positive
## 3987     3 Regional         30        Positive            Negative
## 3988     2 Regional          7        Negative            Positive
## 3989     3 Regional         37        Positive            Positive
## 3990     3 Regional         30        Positive            Positive
## 3991     2 Regional         47        Positive            Negative
## 3992     3 Regional         90        Positive            Positive
## 3993     3 Regional         38        Positive            Positive
## 3994     2 Regional         20        Positive            Negative
## 3995     2 Regional          2        Positive            Positive
## 3996     2 Regional         25        Positive            Negative
## 3997     2 Regional         19        Positive            Positive
## 3998     2 Regional         19        Positive            Positive
## 3999     1 Regional         18        Positive            Positive
## 4000     2 Regional         30        Positive            Positive
## 4001     3 Regional         45        Positive            Positive
## 4002     2 Regional         45        Positive            Positive
## 4003     1 Regional         15        Positive            Positive
## 4004     2 Regional         19        Positive            Positive
## 4005     2 Regional         24        Positive            Negative
## 4006     2 Regional         40        Positive            Negative
## 4007     3 Regional         35        Negative            Negative
## 4008     2 Regional         21        Positive            Positive
## 4009     1 Regional         18        Positive            Positive
## 4010     2 Regional        100        Positive            Negative
## 4011     3 Regional         23        Positive            Negative
## 4012     2 Regional         25        Positive            Positive
## 4013     3 Regional         80        Positive            Positive
## 4014     1 Regional         15        Negative            Negative
## 4015     2 Regional         68        Positive            Positive
## 4016     2 Regional         40        Positive            Positive
## 4017     1 Regional         50        Positive            Positive
## 4018     2 Regional         28        Negative            Negative
## 4019     2 Regional         10        Positive            Positive
## 4020     2 Regional          9        Positive            Positive
## 4021     2 Regional         46        Positive            Positive
## 4022     2 Regional         22        Positive            Negative
## 4023     2 Regional         44        Positive            Positive
## 4024     2 Regional         30        Positive            Positive
##      regional_node_examined regional_node_positive survival_months status
## 1                        24                      1              60  Alive
## 2                        14                      5              62  Alive
## 3                        14                      7              75  Alive
## 4                         2                      1              84  Alive
## 5                         3                      1              50  Alive
## 6                        18                      2              89  Alive
## 7                        11                      1              54  Alive
## 8                         9                      1              14   Dead
## 9                        20                     18              70  Alive
## 10                       21                     12              92  Alive
## 11                        9                      1              64   Dead
## 12                       11                      3              92  Alive
## 13                       13                      3              56  Alive
## 14                       23                      7              38  Alive
## 15                       16                     14              64  Alive
## 16                       20                      1              49  Alive
## 17                        1                      1             105  Alive
## 18                       22                      1              62  Alive
## 19                       16                      1             107  Alive
## 20                       20                      1              77  Alive
## 21                       15                      2              81  Alive
## 22                       15                      5              50  Alive
## 23                        4                      1              78  Alive
## 24                       18                      1             102  Alive
## 25                       26                     22              98  Alive
## 26                       31                     17              70  Alive
## 27                       25                     23             102  Alive
## 28                       14                      1              82  Alive
## 29                       14                      4              64  Alive
## 30                       10                      1              86  Alive
## 31                        3                      1              52  Alive
## 32                        5                      1              49  Alive
## 33                        6                      1              90  Alive
## 34                       19                      3              62  Alive
## 35                       19                     10              31  Alive
## 36                        9                      2              77  Alive
## 37                       21                      6              37  Alive
## 38                       14                      2             103  Alive
## 39                       10                      2              82  Alive
## 40                       15                      5             105  Alive
## 41                       12                     12              42   Dead
## 42                       12                      2              61  Alive
## 43                        2                      1              86  Alive
## 44                       15                      6              84  Alive
## 45                       11                      2              63  Alive
## 46                       10                      5              90  Alive
## 47                       15                      2              39   Dead
## 48                       12                      1              59  Alive
## 49                       16                      9              82  Alive
## 50                        8                      3              82  Alive
## 51                       17                      3              71  Alive
## 52                        9                      1              71  Alive
## 53                        7                      1              86  Alive
## 54                       20                      2              70  Alive
## 55                       16                      1              74  Alive
## 56                       13                      1              73  Alive
## 57                       19                      1              91  Alive
## 58                       49                      1             106  Alive
## 59                       15                      1              73  Alive
## 60                       17                      2              77  Alive
## 61                       24                      2              80  Alive
## 62                       12                      1              49  Alive
## 63                        1                      1              78  Alive
## 64                       20                      2              75  Alive
## 65                       16                      3              60   Dead
## 66                        5                      1             106  Alive
## 67                       23                     23              44   Dead
## 68                       20                      3              85  Alive
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## 70                       12                      3              84  Alive
## 71                       12                      8             104  Alive
## 72                       24                     20              12   Dead
## 73                       16                      1              52  Alive
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## 75                       19                     16              85  Alive
## 76                       13                      1              95  Alive
## 77                       11                      4              79  Alive
## 78                        7                      1             106  Alive
## 79                        9                      1              81  Alive
## 80                        9                      1              55  Alive
## 81                       21                     13             101  Alive
## 82                       10                      1              65  Alive
## 83                        9                      2              72  Alive
## 84                        2                      1              55  Alive
## 85                       13                      1              65  Alive
## 86                       12                     11              71  Alive
## 87                        7                      5              82  Alive
## 88                       10                      1              84  Alive
## 89                       11                      1              95  Alive
## 90                        9                      1              95  Alive
## 91                        8                      1              91   Dead
## 92                       15                      1              57  Alive
## 93                        5                      4              87   Dead
## 94                       21                     16              40   Dead
## 95                       12                      3              91  Alive
## 96                       17                      2              50  Alive
## 97                        4                      2              25   Dead
## 98                       10                      1              73  Alive
## 99                        3                      3              63   Dead
## 100                      14                      1              50  Alive
## 101                      33                     24              54   Dead
## 102                      25                      1              73  Alive
## 103                       3                      1               8  Alive
## 104                       7                      1              53   Dead
## 105                      14                      3              65  Alive
## 106                       2                      1              58  Alive
## 107                      11                      1              24   Dead
## 108                      12                      2              64  Alive
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## 110                      30                      3              61  Alive
## 111                      15                      4              66  Alive
## 112                       3                      3              79   Dead
## 113                      34                     10              74  Alive
## 114                      14                      2              69  Alive
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## 123                      16                     16              62  Alive
## 124                      23                      4              86  Alive
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## 126                      16                      1              14   Dead
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## 134                       5                      1              87  Alive
## 135                       8                      7              41   Dead
## 136                      28                      5              54   Dead
## 137                      12                      1              84  Alive
## 138                      20                      1              67   Dead
## 139                      14                     10              53   Dead
## 140                      18                      9             104  Alive
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## 143                      24                      1              50  Alive
## 144                      23                      3              42   Dead
## 145                      20                      1              52   Dead
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## 148                      13                      8              52   Dead
## 149                       1                      1              69  Alive
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## 153                      15                      1              55   Dead
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## 159                       2                      1              71  Alive
## 160                      14                     14              13   Dead
## 161                      18                      4              11  Alive
## 162                       3                      1              53  Alive
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## 180                      11                      5              64   Dead
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## 182                      23                      2              74   Dead
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## 184                      15                     13              60  Alive
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## 189                      34                      9              90   Dead
## 190                      14                      1              79  Alive
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## 195                      16                     13              55  Alive
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## 201                      14                      2              77  Alive
## 202                      16                      4              63  Alive
## 203                       1                      1              45   Dead
## 204                      17                     12              25   Dead
## 205                       2                      1              68  Alive
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## 216                       4                      4              16   Dead
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## 220                      27                     27              23   Dead
## 221                      14                     13              24   Dead
## 222                      20                      7              50   Dead
## 223                      18                      2             107  Alive
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## 227                      20                      9              60  Alive
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## 237                      26                     21              53  Alive
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## 239                      28                     26              16   Dead
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## 242                      30                      2              99  Alive
## 243                       9                      2             107  Alive
## 244                      18                     15              81  Alive
## 245                      15                      5              87  Alive
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## 247                       9                      1              96  Alive
## 248                      18                      3              40   Dead
## 249                      15                      2              78  Alive
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## 315                      12                      1              88  Alive
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## 322                      15                      1              57  Alive
## 323                       8                      3              63  Alive
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## 328                       1                      1              74  Alive
## 329                       9                      1              89  Alive
## 330                      10                      9              89  Alive
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## 332                      19                      2              16   Dead
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## 334                      19                      1              70  Alive
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## 341                      12                      3              86  Alive
## 342                      19                      9              75  Alive
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## 377                      14                     12              57  Alive
## 378                      16                      3              85  Alive
## 379                      18                      1              86  Alive
## 380                      15                      9             100   Dead
## 381                       5                      2              53  Alive
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## 383                      17                      4             101  Alive
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## 395                      40                     13              17   Dead
## 396                      20                      1              93  Alive
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## 398                       6                      1             102  Alive
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## 429                      10                      2              45   Dead
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## 483                      25                     24               9   Dead
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## 486                      23                      1              81  Alive
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## 518                      14                      1              76  Alive
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## 524                      21                     20              53   Dead
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## 536                      24                     24             105  Alive
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## 547                      15                      5              59   Dead
## 548                      16                      4              53  Alive
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## 551                      47                     31              49   Dead
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## 566                      14                      4              19   Dead
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## 581                      13                     10              34   Dead
## 582                      14                      1              18   Dead
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## 589                      10                     10              34   Dead
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## 594                      19                     15              76   Dead
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## 657                      28                     22              67   Dead
## 658                      24                      2             102  Alive
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## 661                      14                      1             101  Alive
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## 664                      19                      3              36   Dead
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## 678                      13                      3              62   Dead
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## 681                      14                      1              73  Alive
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## 684                       9                      5              73   Dead
## 685                      18                     14              47  Alive
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## 731                      17                      4              19   Dead
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## 737                      12                      4              40   Dead
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## 753                      23                      2              61   Dead
## 754                      10                      2              38   Dead
## 755                       6                      6              34   Dead
## 756                      33                      3             103  Alive
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## 777                      15                     13              26   Dead
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## 802                      27                     16              36   Dead
## 803                      19                      1              56  Alive
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## 836                      23                      1              53  Alive
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## 839                      36                     33              28   Dead
## 840                      15                      2              69  Alive
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## 851                       5                      1              96   Dead
## 852                       9                      7              56   Dead
## 853                      19                      3             102  Alive
## 854                       3                      1              57   Dead
## 855                       4                      1             106  Alive
## 856                      25                      8             107  Alive
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## 858                      32                      3               7   Dead
## 859                      15                      3             107  Alive
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## 861                      31                      2              45   Dead
## 862                      16                      5              91  Alive
## 863                       7                      1             107  Alive
## 864                      21                     10              43   Dead
## 865                      18                      2              54   Dead
## 866                      15                     14              86  Alive
## 867                      20                      6             107  Alive
## 868                      10                     10              43   Dead
## 869                      31                      3              83  Alive
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## 871                       3                      1              28   Dead
## 872                       3                      1              96  Alive
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## 878                      20                      3              38   Dead
## 879                      10                      2              67  Alive
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## 888                      10                      1              47   Dead
## 889                      10                      3              98  Alive
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## 892                      10                      8              77  Alive
## 893                      25                     22              79   Dead
## 894                      38                      2              68  Alive
## 895                      26                      4              58  Alive
## 896                      20                      2             103  Alive
## 897                       9                      9               4   Dead
## 898                      14                      3              26   Dead
## 899                      32                      5             107  Alive
## 900                      25                      1              77  Alive
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## 909                       9                      1              25   Dead
## 910                      29                     29              67   Dead
## 911                       2                      2              80  Alive
## 912                      32                     19              52   Dead
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## 918                      19                      5              53   Dead
## 919                       3                      1              92  Alive
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## 922                      19                     11               1  Alive
## 923                      27                     27              23   Dead
## 924                      18                      2              85  Alive
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## 929                       1                      1               3   Dead
## 930                      23                      1              55  Alive
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## 932                      11                      3              46   Dead
## 933                      16                      1              80  Alive
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## 936                      13                      7              19   Dead
## 937                       3                      3              95  Alive
## 938                      14                      9              31   Dead
## 939                      21                      6              38   Dead
## 940                      14                      7              97  Alive
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## 948                      11                      9              29   Dead
## 949                      14                      4              81  Alive
## 950                      15                     15              28   Dead
## 951                      16                      1              24   Dead
## 952                      10                      1              61  Alive
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## 959                      22                      2              81   Dead
## 960                      23                      9             107  Alive
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## 962                      15                      1              92  Alive
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## 975                       5                      1              24   Dead
## 976                      10                      1              71   Dead
## 977                      32                      3              75  Alive
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## 985                      17                      2              84  Alive
## 986                       3                      3              84  Alive
## 987                       2                      1              96  Alive
## 988                      26                     19              71  Alive
## 989                       9                      3              81  Alive
## 990                      41                     37              73  Alive
## 991                      17                      1              58  Alive
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## 995                      11                     11              73  Alive
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## 999                      20                      3              77  Alive
## 1000                     22                      1              67  Alive
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## 1002                     19                      2              95  Alive
## 1003                     22                      5              15  Alive
## 1004                      8                      7              67  Alive
## 1005                     23                     22              42   Dead
## 1006                     13                      3              74  Alive
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## 1011                     15                      1              58  Alive
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## 1013                     24                      1              60  Alive
## 1014                     10                      9              33   Dead
## 1015                     17                      7              81  Alive
## 1016                      3                      1              17   Dead
## 1017                     23                      2              52  Alive
## 1018                     16                     16              83  Alive
## 1019                     17                      1              96  Alive
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## 1021                     18                      4              65  Alive
## 1022                     17                      1              98  Alive
## 1023                      6                      3              14  Alive
## 1024                     17                      2              35   Dead
## 1025                     16                      5              74  Alive
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## 1029                      6                      3             104  Alive
## 1030                     18                      5              96   Dead
## 1031                     15                      1              83  Alive
## 1032                     29                      3              74  Alive
## 1033                     18                      2              87  Alive
## 1034                     18                     11              14   Dead
## 1035                      2                      1              57  Alive
## 1036                      6                      1             103  Alive
## 1037                     18                      1             102  Alive
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## 1039                      6                      1              92  Alive
## 1040                     30                     28             101  Alive
## 1041                     23                     22              72   Dead
## 1042                     25                      8              90  Alive
## 1043                      9                      4               4   Dead
## 1044                     19                     11              59  Alive
## 1045                     10                      2              50  Alive
## 1046                     17                      2              67  Alive
## 1047                      9                      2              13   Dead
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## 1049                     13                      8              95  Alive
## 1050                      8                      1              66   Dead
## 1051                     14                      1              62  Alive
## 1052                     15                      2              88  Alive
## 1053                     17                      7              98  Alive
## 1054                     23                      3              22   Dead
## 1055                      7                      2              51  Alive
## 1056                     16                      6              90  Alive
## 1057                     10                      8              67  Alive
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## 1059                     24                      3              99  Alive
## 1060                      7                      1              83  Alive
## 1061                     19                     18              83  Alive
## 1062                     25                     17              75  Alive
## 1063                     19                      8              93   Dead
## 1064                     19                      1              73  Alive
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## 1066                     19                      3              88  Alive
## 1067                     18                      5             103  Alive
## 1068                      9                      9              68  Alive
## 1069                     16                      3              91  Alive
## 1070                     22                     17              98  Alive
## 1071                     12                      9              34   Dead
## 1072                     16                      8             106  Alive
## 1073                     23                      7              88  Alive
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## 1077                     26                      9              89  Alive
## 1078                      4                      3              85  Alive
## 1079                      5                      4              64  Alive
## 1080                      9                      2              67   Dead
## 1081                     30                     11              80  Alive
## 1082                     26                     20              66   Dead
## 1083                     12                     11               7   Dead
## 1084                     15                      2              96  Alive
## 1085                      4                      2              61  Alive
## 1086                     12                      2              68  Alive
## 1087                      1                      1              73  Alive
## 1088                     28                      1              35  Alive
## 1089                     15                      2              88   Dead
## 1090                     22                     15              83  Alive
## 1091                     33                      1             106  Alive
## 1092                     28                      6              78  Alive
## 1093                     23                     17              79   Dead
## 1094                     23                      2              67  Alive
## 1095                     18                      1              98  Alive
## 1096                     22                     16              55  Alive
## 1097                      9                      9              51   Dead
## 1098                      6                      3              56  Alive
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## 1100                     15                      1              73  Alive
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## 1103                     21                      3              95  Alive
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## 1105                      1                      1              99  Alive
## 1106                     18                      5              97  Alive
## 1107                     14                     14              23   Dead
## 1108                     22                     22              82   Dead
## 1109                     11                      1              94  Alive
## 1110                     20                      9             104  Alive
## 1111                     16                      3              50  Alive
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## 1113                     12                      1             100  Alive
## 1114                     11                      3              62  Alive
## 1115                      8                      6              97  Alive
## 1116                      2                      1              64  Alive
## 1117                     26                     24              74  Alive
## 1118                     10                      4              59  Alive
## 1119                     16                      3              97  Alive
## 1120                     16                     15              77   Dead
## 1121                     30                     30              80   Dead
## 1122                      2                      2              87  Alive
## 1123                     11                      7              52  Alive
## 1124                     11                      1              60  Alive
## 1125                     11                      2              76  Alive
## 1126                      6                      1              69  Alive
## 1127                      4                      1              56   Dead
## 1128                      4                      1              93  Alive
## 1129                     37                     37              86  Alive
## 1130                      2                      2              49  Alive
## 1131                     17                      1              52  Alive
## 1132                      4                      2              62  Alive
## 1133                     23                      7              92  Alive
## 1134                      2                      1              79   Dead
## 1135                     10                      2              58  Alive
## 1136                     11                      7              67  Alive
## 1137                     10                     10             102  Alive
## 1138                     14                      1              63  Alive
## 1139                     10                      1              45   Dead
## 1140                     21                      2              99  Alive
## 1141                     12                      5              62  Alive
## 1142                     13                      1              82  Alive
## 1143                     17                      9              61  Alive
## 1144                      9                      3               5  Alive
## 1145                     16                      1              76  Alive
## 1146                     13                      1              41   Dead
## 1147                     22                      2              98  Alive
## 1148                     11                      1              51  Alive
## 1149                      1                      1              21   Dead
## 1150                     18                      7              55  Alive
## 1151                      8                      1              48  Alive
## 1152                     11                     10              98  Alive
## 1153                     14                      1             103  Alive
## 1154                     14                      1              60  Alive
## 1155                     18                      4              52  Alive
## 1156                     10                      4              56   Dead
## 1157                      4                      1               2   Dead
## 1158                      9                      2              91  Alive
## 1159                     12                      1              53  Alive
## 1160                     15                      1              50   Dead
## 1161                     17                      5              96  Alive
## 1162                     11                      1              66  Alive
## 1163                     10                      5              48  Alive
## 1164                     21                      2              81  Alive
## 1165                     16                      2              94  Alive
## 1166                     13                      1              88  Alive
## 1167                     23                      8              56  Alive
## 1168                      8                      4              83  Alive
## 1169                      8                      4              73  Alive
## 1170                     20                      1             103  Alive
## 1171                      7                      7              31   Dead
## 1172                     12                      2              48  Alive
## 1173                      3                      1              89  Alive
## 1174                      6                      1              83  Alive
## 1175                     13                      1              86  Alive
## 1176                     13                      2              97  Alive
## 1177                     22                      6              58  Alive
## 1178                      4                      1             101  Alive
## 1179                      5                      3              53   Dead
## 1180                     23                     12             102  Alive
## 1181                      4                      1              94  Alive
## 1182                     18                      3              76  Alive
## 1183                     21                      6              74  Alive
## 1184                     13                      2              73  Alive
## 1185                      7                      3              61  Alive
## 1186                     14                      1             103  Alive
## 1187                     12                      1              63  Alive
## 1188                     20                      4              95  Alive
## 1189                      3                      1              47  Alive
## 1190                     12                      5              64  Alive
## 1191                      9                      7              50  Alive
## 1192                     22                      3              87  Alive
## 1193                     21                      1              77  Alive
## 1194                      7                      1             106  Alive
## 1195                      2                      1             105  Alive
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## 1197                     15                      9              82  Alive
## 1198                     13                      1             101  Alive
## 1199                      5                      1              52  Alive
## 1200                     28                     27              40   Dead
## 1201                     15                      1              79  Alive
## 1202                     12                      2              13   Dead
## 1203                     19                      6             101  Alive
## 1204                      9                      2              88  Alive
## 1205                      8                      1              48  Alive
## 1206                     16                      4              73  Alive
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## 1208                     17                      2              91  Alive
## 1209                      9                      2             102  Alive
## 1210                     14                      8              77  Alive
## 1211                     18                      1             101   Dead
## 1212                     28                     22              28   Dead
## 1213                     18                     10              10   Dead
## 1214                     12                      1              36   Dead
## 1215                      2                      2              83  Alive
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## 1217                     15                      2              66  Alive
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## 1228                      3                      1              62  Alive
## 1229                      6                      2              17   Dead
## 1230                      8                      1              98  Alive
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## 1232                     19                      7             103  Alive
## 1233                     13                      3              69  Alive
## 1234                     25                      1             107  Alive
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## 1236                      9                      2              50  Alive
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## 1243                     14                      2              85  Alive
## 1244                      3                      1             101  Alive
## 1245                     16                      6             106  Alive
## 1246                     18                      6              72   Dead
## 1247                     26                     26              18   Dead
## 1248                     10                      9              48  Alive
## 1249                     20                      3              84  Alive
## 1250                     10                      5              59  Alive
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## 1261                     20                      2             105  Alive
## 1262                     20                     20              83  Alive
## 1263                      4                      1             101  Alive
## 1264                      3                      3              98   Dead
## 1265                     16                      3              81  Alive
## 1266                     21                     13              37   Dead
## 1267                     17                      1              75  Alive
## 1268                     36                     35              48   Dead
## 1269                      5                      2              69  Alive
## 1270                     15                      2             104  Alive
## 1271                      8                      1              87  Alive
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## 1276                     10                      5              93  Alive
## 1277                     10                      2              56  Alive
## 1278                      8                      8              49  Alive
## 1279                     26                     22              48   Dead
## 1280                     21                      1              70  Alive
## 1281                     14                      7              51  Alive
## 1282                     14                      1              57  Alive
## 1283                     18                      9              57   Dead
## 1284                     10                      3              87  Alive
## 1285                      4                      1              98  Alive
## 1286                     10                      7              80  Alive
## 1287                     12                     10              74  Alive
## 1288                     32                      1             102  Alive
## 1289                     13                      1             104  Alive
## 1290                     26                      2             100  Alive
## 1291                      6                      1              62  Alive
## 1292                     13                      3              72  Alive
## 1293                     13                      1              86  Alive
## 1294                     12                      1              53  Alive
## 1295                      6                      2              58  Alive
## 1296                     11                      2              83  Alive
## 1297                     20                      1              94  Alive
## 1298                     21                      1             101  Alive
## 1299                     18                      2              59   Dead
## 1300                     28                      2              43   Dead
## 1301                     14                      3              54  Alive
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## 1303                     22                      1              96  Alive
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## 1307                     22                      1              49  Alive
## 1308                     16                     16              31   Dead
## 1309                     13                      1              53  Alive
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## 1318                     13                      5             107  Alive
## 1319                     24                      1              62  Alive
## 1320                     28                      1              18  Alive
## 1321                     30                     12              46   Dead
## 1322                     16                      3              76  Alive
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## 1324                      3                      1              86  Alive
## 1325                      8                      1              87  Alive
## 1326                      2                      1              24   Dead
## 1327                      6                      1              63  Alive
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## 1329                      2                      1              72  Alive
## 1330                     16                     15             100  Alive
## 1331                     10                      9              72  Alive
## 1332                     13                      1              67  Alive
## 1333                      1                      1              68   Dead
## 1334                     23                      1             107  Alive
## 1335                     26                     12              86  Alive
## 1336                     21                      1              28   Dead
## 1337                      4                      2              62  Alive
## 1338                     13                      1              76  Alive
## 1339                     13                      1              81  Alive
## 1340                     14                      2              22   Dead
## 1341                     30                     11              93  Alive
## 1342                      5                      1              50  Alive
## 1343                      3                      2              83  Alive
## 1344                     18                      3             104  Alive
## 1345                     14                      1              83  Alive
## 1346                     15                      2               8  Alive
## 1347                     21                      4              30   Dead
## 1348                     14                      1              93  Alive
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## 1351                     11                      2              99  Alive
## 1352                     20                      3              76  Alive
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## 1356                     20                      1              73  Alive
## 1357                     13                      2              65  Alive
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## 1359                      5                      1              74  Alive
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## 1361                     16                      1              60  Alive
## 1362                      8                      2              98  Alive
## 1363                     14                      1             103  Alive
## 1364                      4                      1              48  Alive
## 1365                      9                      2              68  Alive
## 1366                      6                      1              97  Alive
## 1367                     21                      2              85  Alive
## 1368                     13                      1              47  Alive
## 1369                     15                      2              63  Alive
## 1370                      4                      4              78   Dead
## 1371                     14                      3              54  Alive
## 1372                     15                      1              46  Alive
## 1373                     18                      4              74  Alive
## 1374                     24                      8              98  Alive
## 1375                      4                      1              97  Alive
## 1376                     10                      7              36   Dead
## 1377                     20                      2              66  Alive
## 1378                     16                     10              14   Dead
## 1379                     19                     16              25   Dead
## 1380                     21                      1              64  Alive
## 1381                     13                      2              79  Alive
## 1382                     15                      3              39   Dead
## 1383                     29                     25              83   Dead
## 1384                      8                      1             103  Alive
## 1385                     15                     14               7   Dead
## 1386                     15                      1              90  Alive
## 1387                     24                      1              48  Alive
## 1388                     16                      9              75  Alive
## 1389                     21                     17             100  Alive
## 1390                     28                      1              76  Alive
## 1391                      9                      2              87  Alive
## 1392                     14                     13              48  Alive
## 1393                     10                      1             103  Alive
## 1394                      3                      1              87  Alive
## 1395                     10                      4              58  Alive
## 1396                      1                      1              89  Alive
## 1397                     25                     11              50  Alive
## 1398                     34                      2              40   Dead
## 1399                      1                      1              54  Alive
## 1400                      9                      2              80  Alive
## 1401                     23                     10              51   Dead
## 1402                      4                      1              18  Alive
## 1403                      1                      1             100  Alive
## 1404                     13                      3              95  Alive
## 1405                      9                      1              67  Alive
## 1406                      6                      1              78  Alive
## 1407                     15                     10              80  Alive
## 1408                     14                      3              56  Alive
## 1409                      8                      3              54  Alive
## 1410                     18                      2              52  Alive
## 1411                     11                      2             106  Alive
## 1412                     27                     24              59   Dead
## 1413                      7                      3              99  Alive
## 1414                     13                      1              66  Alive
## 1415                      9                      5              61  Alive
## 1416                     14                      8              73  Alive
## 1417                     13                      6              94  Alive
## 1418                     15                     15              93  Alive
## 1419                     15                      2              56  Alive
## 1420                     14                      1              83  Alive
## 1421                     17                     10              56   Dead
## 1422                     16                      1              69  Alive
## 1423                     14                      1              76  Alive
## 1424                      3                      1              85  Alive
## 1425                     13                      6              48   Dead
## 1426                     13                      9              78  Alive
## 1427                     28                      2              75  Alive
## 1428                     20                      3             107  Alive
## 1429                      5                      1              63  Alive
## 1430                     28                      3              94  Alive
## 1431                     23                     20              55  Alive
## 1432                      3                      1              98  Alive
## 1433                     12                      3              40   Dead
## 1434                     23                     16              65  Alive
## 1435                     14                      1              64  Alive
## 1436                     17                      1              80  Alive
## 1437                     14                      4              58  Alive
## 1438                     24                      1              89  Alive
## 1439                     27                      8              87  Alive
## 1440                     21                      8              93  Alive
## 1441                     16                      1              27  Alive
## 1442                     19                     13              61  Alive
## 1443                     11                     10              80  Alive
## 1444                     23                     17              99  Alive
## 1445                      3                      2               5  Alive
## 1446                      3                      1              95   Dead
## 1447                     10                      3              87  Alive
## 1448                      8                      6             100  Alive
## 1449                     14                      5              99  Alive
## 1450                     11                      6              23  Alive
## 1451                      9                      2             102  Alive
## 1452                     13                      1             106  Alive
## 1453                     25                     19              74  Alive
## 1454                     13                      4              41  Alive
## 1455                     12                      3              55  Alive
## 1456                     13                      1              58  Alive
## 1457                      2                      1              51  Alive
## 1458                     13                      1              40   Dead
## 1459                     14                      4              79   Dead
## 1460                     36                     16              41   Dead
## 1461                     21                     19             102  Alive
## 1462                     24                      1              40  Alive
## 1463                     35                      7              49  Alive
## 1464                      4                      1              76  Alive
## 1465                      7                      1              66  Alive
## 1466                      3                      1              54  Alive
## 1467                     11                      2              75  Alive
## 1468                     27                      2              79  Alive
## 1469                     13                      3              58  Alive
## 1470                     29                      3              65  Alive
## 1471                      6                      1              81  Alive
## 1472                     17                      9             106  Alive
## 1473                     11                      8              40   Dead
## 1474                     11                      1              82  Alive
## 1475                     31                      2              76  Alive
## 1476                     13                      1              69  Alive
## 1477                     12                      1              55  Alive
## 1478                     12                      1              60  Alive
## 1479                      3                      3              94  Alive
## 1480                     16                      9              55  Alive
## 1481                     17                      1              82  Alive
## 1482                     19                      2              61  Alive
## 1483                      5                      1              90  Alive
## 1484                     12                      8              90   Dead
## 1485                      9                      1              64   Dead
## 1486                     15                      1              50  Alive
## 1487                     23                      1              54  Alive
## 1488                      9                      2              13   Dead
## 1489                     23                      7              89  Alive
## 1490                      2                      1             102  Alive
## 1491                      5                      2              47   Dead
## 1492                     12                      4              63  Alive
## 1493                     17                      4              90  Alive
## 1494                     17                      5              75  Alive
## 1495                     12                      2              46  Alive
## 1496                     16                      2              57  Alive
## 1497                     13                      1              31   Dead
## 1498                     11                      6              53   Dead
## 1499                     25                      2              79  Alive
## 1500                     20                      4              50  Alive
## 1501                     15                      1              89  Alive
## 1502                      9                      2             104  Alive
## 1503                     11                      1              66  Alive
## 1504                     26                      1              77  Alive
## 1505                     13                      1             100  Alive
## 1506                     20                      2              76  Alive
## 1507                     12                      3              86  Alive
## 1508                     13                      1              82  Alive
## 1509                     21                      5             107  Alive
## 1510                     20                     13              54   Dead
## 1511                      9                      1              96  Alive
## 1512                     13                     10              53  Alive
## 1513                      9                      8              89  Alive
## 1514                      4                      1              72  Alive
## 1515                      3                      1              82  Alive
## 1516                     16                      2             103  Alive
## 1517                     27                     22              68  Alive
## 1518                     14                      1              54  Alive
## 1519                     15                      2              77  Alive
## 1520                     16                      1               9  Alive
## 1521                     40                     10              54  Alive
## 1522                     17                      1              97  Alive
## 1523                     13                      3              60  Alive
## 1524                     22                     11              88  Alive
## 1525                     19                      1              89  Alive
## 1526                      1                      1              91  Alive
## 1527                     32                      2              92  Alive
## 1528                      3                      1             103  Alive
## 1529                      2                      1              81  Alive
## 1530                     10                      2              47   Dead
## 1531                     15                      1              77  Alive
## 1532                     22                     12              95  Alive
## 1533                      1                      1              89  Alive
## 1534                     20                     11              63  Alive
## 1535                     16                     12              64  Alive
## 1536                      2                      2              83  Alive
## 1537                     21                     19              33  Alive
## 1538                     11                      8              72  Alive
## 1539                     16                      6              56  Alive
## 1540                     31                     14              72  Alive
## 1541                     15                     15              80  Alive
## 1542                     14                     13              13   Dead
## 1543                     14                      4             105  Alive
## 1544                     16                      2              59  Alive
## 1545                     16                      1              69  Alive
## 1546                     10                      1              66  Alive
## 1547                     15                      2             103  Alive
## 1548                     12                      2              78  Alive
## 1549                     19                      5              47  Alive
## 1550                      7                      1              88  Alive
## 1551                      5                      1             102  Alive
## 1552                      4                      4              71  Alive
## 1553                     10                      3              51  Alive
## 1554                     25                      3              67  Alive
## 1555                     16                      6              33   Dead
## 1556                      4                      1             107  Alive
## 1557                     20                      7              77  Alive
## 1558                     17                      8              84  Alive
## 1559                      6                      1              91  Alive
## 1560                     11                      2              61  Alive
## 1561                     47                      7               9   Dead
## 1562                     24                      2              56  Alive
## 1563                     15                     14              10   Dead
## 1564                      9                      2             103  Alive
## 1565                     17                      2              58  Alive
## 1566                     12                      2             103  Alive
## 1567                     16                     16              25   Dead
## 1568                     29                     29              31   Dead
## 1569                      4                      1              50  Alive
## 1570                     11                      1              66  Alive
## 1571                     13                      1              69  Alive
## 1572                      4                      1              51  Alive
## 1573                     16                      6              86   Dead
## 1574                      9                      1              96  Alive
## 1575                     17                      2              74  Alive
## 1576                     18                      1              58  Alive
## 1577                     28                      3              66  Alive
## 1578                      9                      8              55  Alive
## 1579                     11                      1             102  Alive
## 1580                      9                      3             104  Alive
## 1581                     43                      3              77  Alive
## 1582                      9                      8              31   Dead
## 1583                      7                      3              37   Dead
## 1584                      9                      2              77  Alive
## 1585                     32                      1              81  Alive
## 1586                      9                      1              93  Alive
## 1587                     20                      3              93  Alive
## 1588                      5                      1             103  Alive
## 1589                     11                      2              72   Dead
## 1590                     24                      5              76  Alive
## 1591                      6                      6              52   Dead
## 1592                     39                      3              71  Alive
## 1593                     18                      5              81  Alive
## 1594                      8                      3              49  Alive
## 1595                     16                     10              84   Dead
## 1596                      8                      2              42  Alive
## 1597                     14                      1             102  Alive
## 1598                     26                      1              51  Alive
## 1599                     18                      3              53   Dead
## 1600                     25                      3              98  Alive
## 1601                     13                      4              51  Alive
## 1602                     17                      4              69  Alive
## 1603                      8                      1              40  Alive
## 1604                     13                      2              59  Alive
## 1605                     22                     21              21   Dead
## 1606                     10                      8              61  Alive
## 1607                     10                      3              66  Alive
## 1608                      9                      2             107  Alive
## 1609                     18                      1              94  Alive
## 1610                     21                      2              77  Alive
## 1611                     22                      4              53  Alive
## 1612                     20                      1              76  Alive
## 1613                      8                      1              83  Alive
## 1614                     24                      3              67  Alive
## 1615                     18                     17              69  Alive
## 1616                     11                      2              88  Alive
## 1617                      7                      5              80  Alive
## 1618                     19                      1              81  Alive
## 1619                     20                     10              47  Alive
## 1620                     23                      1              72  Alive
## 1621                     25                      4              96  Alive
## 1622                      9                      4              60  Alive
## 1623                      9                      1              67  Alive
## 1624                     19                      6              69  Alive
## 1625                     49                      2              58  Alive
## 1626                      9                      4              83  Alive
## 1627                      7                      1             101  Alive
## 1628                      7                      1              64  Alive
## 1629                     18                     17              31   Dead
## 1630                     11                      1              91  Alive
## 1631                      6                      1              78  Alive
## 1632                     16                      4             105  Alive
## 1633                     17                      2              78  Alive
## 1634                      4                      2              40   Dead
## 1635                     17                      2              92  Alive
## 1636                     11                      2              99  Alive
## 1637                      4                      1              89  Alive
## 1638                     25                      8              98  Alive
## 1639                     25                      6              40   Dead
## 1640                     27                      7              76  Alive
## 1641                     19                      2              31  Alive
## 1642                     18                      2              95  Alive
## 1643                     21                      3              71  Alive
## 1644                     16                      1              69  Alive
## 1645                     12                      3             106  Alive
## 1646                     26                      1              84  Alive
## 1647                     15                      4              74  Alive
## 1648                     16                      1              74  Alive
## 1649                     12                      2              46  Alive
## 1650                     18                      1              52  Alive
## 1651                     23                      1              77  Alive
## 1652                     27                      2              78  Alive
## 1653                     18                      1              98  Alive
## 1654                      8                      1              49  Alive
## 1655                      8                      1              77  Alive
## 1656                      9                      1              71  Alive
## 1657                     16                      8              98  Alive
## 1658                     17                      3              83  Alive
## 1659                     18                      2              83  Alive
## 1660                      4                      2              74  Alive
## 1661                     17                      1              23  Alive
## 1662                     20                      3              71  Alive
## 1663                     20                      2             106  Alive
## 1664                     13                      1              61  Alive
## 1665                      4                      2             101  Alive
## 1666                     24                      3              95  Alive
## 1667                      6                      1              63  Alive
## 1668                     29                     29              25   Dead
## 1669                     11                      1              61  Alive
## 1670                      1                      1              59   Dead
## 1671                     18                      3              61  Alive
## 1672                      6                      1              99  Alive
## 1673                     25                      1              73  Alive
## 1674                     18                      2             103  Alive
## 1675                      7                      1              67  Alive
## 1676                     12                      3              86  Alive
## 1677                     14                      2              72  Alive
## 1678                      6                      3              59  Alive
## 1679                     13                      1              66  Alive
## 1680                     13                      5              64  Alive
## 1681                     20                      1              64  Alive
## 1682                      5                      2              81  Alive
## 1683                     14                      2              82  Alive
## 1684                     15                     13              83  Alive
## 1685                     21                      2              89  Alive
## 1686                     13                     10              83  Alive
## 1687                     13                      3              47   Dead
## 1688                      3                      1              53  Alive
## 1689                     19                      1             105  Alive
## 1690                     12                      1             106  Alive
## 1691                     19                     15              64  Alive
## 1692                     10                      1             100  Alive
## 1693                      5                      2              81  Alive
## 1694                     15                      4              85  Alive
## 1695                     16                      2              45  Alive
## 1696                     20                      3              56  Alive
## 1697                     13                      7              92  Alive
## 1698                      7                      1              81  Alive
## 1699                     13                      2              76   Dead
## 1700                      7                      3              50  Alive
## 1701                     20                     13              49  Alive
## 1702                     26                      9              95  Alive
## 1703                      9                      1               4   Dead
## 1704                      6                      2              20  Alive
## 1705                     21                      1              95  Alive
## 1706                     10                      1              35  Alive
## 1707                      6                      3              98  Alive
## 1708                     22                      4              92  Alive
## 1709                     16                      2              60  Alive
## 1710                     21                      5               3   Dead
## 1711                      3                      1              82  Alive
## 1712                     25                     25              25   Dead
## 1713                     16                      9              66  Alive
## 1714                     19                      3              55  Alive
## 1715                     11                      5              15  Alive
## 1716                     19                      3              56  Alive
## 1717                     10                      5              59   Dead
## 1718                      6                      1              56  Alive
## 1719                     24                      1              80  Alive
## 1720                     13                      1              30  Alive
## 1721                     20                      1              60  Alive
## 1722                     18                      2              64  Alive
## 1723                      2                      1              93   Dead
## 1724                     27                      2              47  Alive
## 1725                     15                      2              46  Alive
## 1726                     11                      2              88  Alive
## 1727                     11                      2              93  Alive
## 1728                      8                      2              93  Alive
## 1729                     24                      6              87  Alive
## 1730                      8                      4              49   Dead
## 1731                     10                      1              56  Alive
## 1732                     21                     21               4   Dead
## 1733                      6                      1             107  Alive
## 1734                     11                      1              72  Alive
## 1735                     23                      1              58  Alive
## 1736                      1                      1             103  Alive
## 1737                      5                      1              94  Alive
## 1738                      2                      1              11   Dead
## 1739                     27                      1             102  Alive
## 1740                     27                      1              94  Alive
## 1741                      1                      1              80  Alive
## 1742                     21                     11              53  Alive
## 1743                     11                      1              48  Alive
## 1744                     16                      7             106  Alive
## 1745                     20                      5              86  Alive
## 1746                      8                      1              78  Alive
## 1747                     19                     18              38  Alive
## 1748                      9                      1              96  Alive
## 1749                     15                      2              98  Alive
## 1750                     24                      1              99  Alive
## 1751                     14                      1              75  Alive
## 1752                     26                      1               2   Dead
## 1753                     16                      1             102  Alive
## 1754                     18                      8              70  Alive
## 1755                     17                     17              14   Dead
## 1756                     14                      4              60  Alive
## 1757                      9                      3              75  Alive
## 1758                     20                      2              72  Alive
## 1759                     15                      2             107  Alive
## 1760                      2                      1              60  Alive
## 1761                     11                      2             101  Alive
## 1762                     14                      3              97  Alive
## 1763                     10                      5             107  Alive
## 1764                     12                      6              62  Alive
## 1765                     27                      1              73  Alive
## 1766                     15                      2              96  Alive
## 1767                     16                      2              91  Alive
## 1768                      1                      1             102  Alive
## 1769                     15                      1              64  Alive
## 1770                      4                      3              50   Dead
## 1771                     15                      2              52  Alive
## 1772                     23                      2             100  Alive
## 1773                     16                      2              83  Alive
## 1774                      6                      1              67  Alive
## 1775                      9                      2              61  Alive
## 1776                     14                      8              53  Alive
## 1777                      9                      1              47   Dead
## 1778                     13                      6              97   Dead
## 1779                      3                      1              31  Alive
## 1780                     16                      2              65  Alive
## 1781                      9                      3              75  Alive
## 1782                     16                      1              82  Alive
## 1783                     10                      1              97  Alive
## 1784                     16                      1              37   Dead
## 1785                     26                      1              58  Alive
## 1786                     11                     11             101  Alive
## 1787                     16                      3              71  Alive
## 1788                     10                      7             105  Alive
## 1789                     29                      2              63  Alive
## 1790                     21                     10              82  Alive
## 1791                     25                     21              66  Alive
## 1792                      9                      3              83  Alive
## 1793                     12                      1              61  Alive
## 1794                     24                      3               9  Alive
## 1795                      2                      1              52  Alive
## 1796                     17                      2              77  Alive
## 1797                     10                      1              54   Dead
## 1798                     19                      3              79  Alive
## 1799                      5                      1              47  Alive
## 1800                     13                     12             104  Alive
## 1801                      6                      5              12  Alive
## 1802                     13                     10              42   Dead
## 1803                     13                      4              64  Alive
## 1804                      6                      1              96  Alive
## 1805                      8                      2              49  Alive
## 1806                     11                      5              81  Alive
## 1807                      3                      1              63  Alive
## 1808                     29                     12              67  Alive
## 1809                     11                      9              83  Alive
## 1810                      1                      1             107  Alive
## 1811                      7                      5             106  Alive
## 1812                      1                      1              18   Dead
## 1813                     22                      9              70  Alive
## 1814                      4                      1              71  Alive
## 1815                     34                      2              69  Alive
## 1816                      7                      1              52  Alive
## 1817                      3                      1              91  Alive
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## 1819                     17                      3              57  Alive
## 1820                     15                      7              96  Alive
## 1821                     18                      2              56  Alive
## 1822                     15                      3              94  Alive
## 1823                      6                      3              22   Dead
## 1824                     10                      4              94  Alive
## 1825                      9                      4              78  Alive
## 1826                     20                      1              72  Alive
## 1827                      9                      4              25   Dead
## 1828                     11                      5              69  Alive
## 1829                      9                      6              90   Dead
## 1830                     18                      6              59   Dead
## 1831                      1                      1              55  Alive
## 1832                     14                      2             105  Alive
## 1833                      6                      1              95  Alive
## 1834                     22                     19              45   Dead
## 1835                      8                      1              14   Dead
## 1836                     15                     11              56   Dead
## 1837                     15                      2              82  Alive
## 1838                      8                      2              68  Alive
## 1839                     11                      1             100  Alive
## 1840                     23                      4              78  Alive
## 1841                     14                      1             105  Alive
## 1842                     28                      1              66  Alive
## 1843                      6                      1              93  Alive
## 1844                      8                      2              71  Alive
## 1845                     11                      4              80  Alive
## 1846                      8                      1              21   Dead
## 1847                     19                      2             102  Alive
## 1848                     20                     11              84  Alive
## 1849                      3                      1              98  Alive
## 1850                     10                      1              75  Alive
## 1851                     16                      4              81  Alive
## 1852                      4                      3              13   Dead
## 1853                      9                      9              96  Alive
## 1854                     24                      3              58  Alive
## 1855                      4                      1             100   Dead
## 1856                     12                      3              96  Alive
## 1857                     10                      1              58  Alive
## 1858                      6                      1              73  Alive
## 1859                     12                      2              98  Alive
## 1860                     13                      2              96  Alive
## 1861                     25                      1              89  Alive
## 1862                     18                     16               6   Dead
## 1863                     12                      1              79  Alive
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## 1865                     14                      2             107  Alive
## 1866                      4                      1              65  Alive
## 1867                     15                      2              60  Alive
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## 1870                     20                      1              72  Alive
## 1871                     11                      4              71  Alive
## 1872                      8                      1              89  Alive
## 1873                     35                     26              49  Alive
## 1874                     18                      4             106  Alive
## 1875                     15                      1              52  Alive
## 1876                     12                      2              80   Dead
## 1877                      1                      1              73  Alive
## 1878                     16                      5              52  Alive
## 1879                     12                      7              74  Alive
## 1880                     10                     10              55  Alive
## 1881                     23                      1              53  Alive
## 1882                      8                      3              89  Alive
## 1883                     16                      1              72  Alive
## 1884                     24                     11              72  Alive
## 1885                     14                      2              68  Alive
## 1886                     24                      1              55  Alive
## 1887                     10                      2              70  Alive
## 1888                     24                      5              84  Alive
## 1889                     17                      1              80   Dead
## 1890                      9                      4              54  Alive
## 1891                     30                      1               8  Alive
## 1892                     13                      1              98  Alive
## 1893                     23                      1              91  Alive
## 1894                     15                      3               4   Dead
## 1895                     20                      1             101  Alive
## 1896                      1                      1              99  Alive
## 1897                      8                      2              74  Alive
## 1898                     19                      3              80  Alive
## 1899                     16                      5              70  Alive
## 1900                     27                      3              69  Alive
## 1901                     15                      5               9  Alive
## 1902                      9                      2              72  Alive
## 1903                      9                      2             100  Alive
## 1904                     25                      2             103  Alive
## 1905                      2                      1              39  Alive
## 1906                      9                      5              87  Alive
## 1907                      7                      1              67  Alive
## 1908                     18                     16              85  Alive
## 1909                     19                     11              75  Alive
## 1910                     13                      1              50  Alive
## 1911                      8                      4              53  Alive
## 1912                      9                      2              66  Alive
## 1913                      6                      4              92  Alive
## 1914                     14                      1              66  Alive
## 1915                     15                      2              26  Alive
## 1916                     15                      3              89  Alive
## 1917                     19                      9              53   Dead
## 1918                     16                      5              23   Dead
## 1919                     23                      1              68  Alive
## 1920                      2                      1              83  Alive
## 1921                      3                      1              63  Alive
## 1922                     17                      9              68  Alive
## 1923                      1                      1              99  Alive
## 1924                     20                      2             100  Alive
## 1925                      5                      2             106  Alive
## 1926                      1                      1             102  Alive
## 1927                     27                      1              27   Dead
## 1928                     15                      3              48   Dead
## 1929                     23                     18              91  Alive
## 1930                      3                      1              63  Alive
## 1931                     13                      3              68  Alive
## 1932                     10                      5              77   Dead
## 1933                     14                      1             100  Alive
## 1934                     15                      1              78  Alive
## 1935                     18                      2              41  Alive
## 1936                     25                     23              86  Alive
## 1937                     21                      2              91  Alive
## 1938                     14                      5              53   Dead
## 1939                     11                      4              56  Alive
## 1940                     17                      5              54  Alive
## 1941                     13                      1             106  Alive
## 1942                     10                      1             101  Alive
## 1943                     13                      5              81   Dead
## 1944                     15                      6              92  Alive
## 1945                     18                      2             102  Alive
## 1946                     13                      2              70  Alive
## 1947                     12                      2              30   Dead
## 1948                     11                      1              93  Alive
## 1949                     20                      1              59  Alive
## 1950                     22                      1              52  Alive
## 1951                     11                      3              63   Dead
## 1952                     13                      3              18  Alive
## 1953                      8                      5              34   Dead
## 1954                     17                      2              59  Alive
## 1955                     12                      4             107  Alive
## 1956                     15                     10              59  Alive
## 1957                     11                      5             102  Alive
## 1958                      2                      1              49  Alive
## 1959                     11                      1              56  Alive
## 1960                     10                      1              60  Alive
## 1961                     18                      3              94  Alive
## 1962                     14                      1              55   Dead
## 1963                     19                      1              94  Alive
## 1964                     21                      9              73   Dead
## 1965                     14                      4              91  Alive
## 1966                      3                      1              41  Alive
## 1967                      3                      1              84  Alive
## 1968                     13                      5              52   Dead
## 1969                     17                      6               6   Dead
## 1970                      6                      1              65  Alive
## 1971                     24                      3              71  Alive
## 1972                     14                      3              66  Alive
## 1973                     24                     17              65  Alive
## 1974                     17                      1               8  Alive
## 1975                     17                      3              79  Alive
## 1976                     12                     11              80  Alive
## 1977                     15                      1              62  Alive
## 1978                      4                      2              71   Dead
## 1979                      9                      1              97  Alive
## 1980                     29                     13             102  Alive
## 1981                     18                      2              61  Alive
## 1982                      5                      2              61  Alive
## 1983                      3                      1              75  Alive
## 1984                     18                      1              83  Alive
## 1985                     19                      4              44   Dead
## 1986                     21                      3              70  Alive
## 1987                     12                      7              27   Dead
## 1988                     10                      1              62  Alive
## 1989                     17                      3              69  Alive
## 1990                      7                      6              73  Alive
## 1991                     18                      2              63  Alive
## 1992                      4                      1              88  Alive
## 1993                     18                     15              69  Alive
## 1994                      7                      1              51  Alive
## 1995                     17                     12               9   Dead
## 1996                      8                      4             107  Alive
## 1997                     22                      1              68  Alive
## 1998                      2                      1              78  Alive
## 1999                      4                      2              89  Alive
## 2000                     16                      1              96  Alive
## 2001                     30                      1             100  Alive
## 2002                      7                      7              54  Alive
## 2003                     13                      1              76  Alive
## 2004                     16                      2              95  Alive
## 2005                      1                      1              98  Alive
## 2006                      7                      1              77  Alive
## 2007                     14                      7              87  Alive
## 2008                      5                      3             106  Alive
## 2009                     25                      1              97  Alive
## 2010                      9                      1              56  Alive
## 2011                     12                      2              61  Alive
## 2012                     14                      1              67  Alive
## 2013                     15                      1              98  Alive
## 2014                      1                      1              50  Alive
## 2015                     22                     14              73  Alive
## 2016                     17                      1              89  Alive
## 2017                      7                      2              60  Alive
## 2018                      6                      3              57  Alive
## 2019                     24                      2             107  Alive
## 2020                      5                      1              94  Alive
## 2021                     13                      1              85  Alive
## 2022                     17                      1              58  Alive
## 2023                     15                      1             102  Alive
## 2024                      7                      1              16   Dead
## 2025                     21                     14              61  Alive
## 2026                     25                     12              68   Dead
## 2027                     17                      2              57  Alive
## 2028                     16                      1              74  Alive
## 2029                     37                     29               8   Dead
## 2030                     13                      1              65  Alive
## 2031                      8                      3              82   Dead
## 2032                     33                     27              49  Alive
## 2033                     24                     22              59   Dead
## 2034                     28                      2              92  Alive
## 2035                     24                      1             102  Alive
## 2036                     13                      3              67   Dead
## 2037                     22                     19              44   Dead
## 2038                     33                     14              55  Alive
## 2039                     21                     12              99  Alive
## 2040                     11                      3              60  Alive
## 2041                     14                      2              71  Alive
## 2042                     12                      2              66  Alive
## 2043                     19                      4              45  Alive
## 2044                     13                      8             103  Alive
## 2045                     26                      2              85  Alive
## 2046                     19                      4              82  Alive
## 2047                      3                      1              98  Alive
## 2048                     12                      3              65  Alive
## 2049                     14                      1              55  Alive
## 2050                     15                      1              53   Dead
## 2051                     15                      1              63  Alive
## 2052                     12                      2              95  Alive
## 2053                      4                      2             106  Alive
## 2054                      3                      1              53   Dead
## 2055                      9                      6              89  Alive
## 2056                     12                      1             101  Alive
## 2057                     41                      3              98  Alive
## 2058                     16                      1             106  Alive
## 2059                     22                     18              98  Alive
## 2060                      8                      1              98  Alive
## 2061                     13                      4              44   Dead
## 2062                     17                      2              82  Alive
## 2063                      3                      1              81   Dead
## 2064                     19                      5              65  Alive
## 2065                      1                      1             107  Alive
## 2066                     21                      2              96  Alive
## 2067                      2                      1              86  Alive
## 2068                     16                     15              94  Alive
## 2069                     12                      6              72  Alive
## 2070                      6                      3              75  Alive
## 2071                      4                      1             106  Alive
## 2072                     11                      6              56  Alive
## 2073                     13                      5              47  Alive
## 2074                     26                      1              58  Alive
## 2075                     23                      2              79  Alive
## 2076                     11                      2             101  Alive
## 2077                     10                      2              97  Alive
## 2078                     22                      1              92  Alive
## 2079                     14                      3              95  Alive
## 2080                      8                      1             100  Alive
## 2081                      4                      1              68  Alive
## 2082                      3                      1              58  Alive
## 2083                     17                      1              83  Alive
## 2084                      2                      1              48   Dead
## 2085                     23                      1              82  Alive
## 2086                     17                      3              54  Alive
## 2087                      3                      1              49  Alive
## 2088                     13                      2              54  Alive
## 2089                     19                      4              46   Dead
## 2090                     14                      4              91  Alive
## 2091                     23                      2              51  Alive
## 2092                      8                      5               8  Alive
## 2093                     13                      6              91  Alive
## 2094                     24                      1              49  Alive
## 2095                     12                     10              81   Dead
## 2096                     11                      7              36   Dead
## 2097                     11                      8              42   Dead
## 2098                     17                      5              65  Alive
## 2099                      2                      1              87   Dead
## 2100                     21                      1              23  Alive
## 2101                     16                      1              68  Alive
## 2102                     15                      1              84  Alive
## 2103                      9                      4              76  Alive
## 2104                      2                      1              71  Alive
## 2105                     17                      7              49  Alive
## 2106                     14                      3              70  Alive
## 2107                     20                      6               6   Dead
## 2108                     12                      8              43   Dead
## 2109                     16                      1              96  Alive
## 2110                     27                      8              42  Alive
## 2111                     13                      1              91  Alive
## 2112                     29                      1              64  Alive
## 2113                     10                      1              99  Alive
## 2114                     24                      7             104  Alive
## 2115                     19                      4              65  Alive
## 2116                     14                      1              51  Alive
## 2117                     14                      1              80  Alive
## 2118                      9                      1              58  Alive
## 2119                     19                     12              68   Dead
## 2120                     19                      2              96  Alive
## 2121                      7                      1              90  Alive
## 2122                     20                      1              82  Alive
## 2123                     16                      1              97  Alive
## 2124                     13                      1              87  Alive
## 2125                     16                      1              61  Alive
## 2126                     11                      2             101  Alive
## 2127                     19                      5              77  Alive
## 2128                      5                      1              51  Alive
## 2129                     36                      1             102  Alive
## 2130                     11                      2              96  Alive
## 2131                     20                      3              57  Alive
## 2132                      5                      4              93  Alive
## 2133                      5                      1              75  Alive
## 2134                     28                     10              57  Alive
## 2135                     52                      6             105  Alive
## 2136                      7                      1              57  Alive
## 2137                     23                     16              18  Alive
## 2138                     15                      1              55  Alive
## 2139                      9                      2              67  Alive
## 2140                     11                      7              24   Dead
## 2141                     13                      2              69  Alive
## 2142                     15                      1              65  Alive
## 2143                     41                     32              68  Alive
## 2144                     15                      2              67   Dead
## 2145                      1                      1              72  Alive
## 2146                     23                      4              55  Alive
## 2147                      8                      1              76  Alive
## 2148                     23                      1              58  Alive
## 2149                     26                     14              88  Alive
## 2150                     12                     11              65   Dead
## 2151                     20                      2              59  Alive
## 2152                     12                     10              70  Alive
## 2153                      3                      2              99  Alive
## 2154                     16                      1              82  Alive
## 2155                      2                      1              78  Alive
## 2156                     23                      2              96  Alive
## 2157                     16                      6              15  Alive
## 2158                     11                      2              52  Alive
## 2159                     11                      1              97  Alive
## 2160                     37                      2              54  Alive
## 2161                     14                      2              65  Alive
## 2162                     15                      1              37  Alive
## 2163                     15                      2              69  Alive
## 2164                     34                      5              12  Alive
## 2165                      8                      3              54  Alive
## 2166                     21                      4              54   Dead
## 2167                      7                      2              58  Alive
## 2168                     27                      7              66  Alive
## 2169                     22                      4              95  Alive
## 2170                      3                      3              67  Alive
## 2171                     21                      2              64  Alive
## 2172                      1                      1              81  Alive
## 2173                     10                     10              34   Dead
## 2174                     13                      2              78  Alive
## 2175                      7                      4              95  Alive
## 2176                     11                      1              88  Alive
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## 2178                     10                      2              27   Dead
## 2179                     23                      3              50  Alive
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## 2184                     17                     15              55   Dead
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## 2193                      3                      1              59   Dead
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## 2279                     18                     15              47   Dead
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## 2282                     21                     18              93   Dead
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## 2324                     35                      7              13   Dead
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## 2340                     12                     12              25   Dead
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## 2359                     18                     17              36   Dead
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## 2638                     10                      3              32   Dead
## 2639                     30                     28              56   Dead
## 2640                      8                      2             104  Alive
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## 2642                     17                      4              11   Dead
## 2643                     10                      2             104  Alive
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## 2645                     12                     10              10   Dead
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## 2647                     20                      4              35   Dead
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## 2650                     22                      5              52   Dead
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## 2662                     11                     11              52   Dead
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## 2668                      1                      1              16   Dead
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## 2683                      4                      2              59   Dead
## 2684                      5                      1             105  Alive
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## 2695                     18                      9              53   Dead
## 2696                     24                      5              89  Alive
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## 2701                     20                     19              67   Dead
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## 2713                     12                     12              82   Dead
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## 2716                     13                     13             101  Alive
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## 2738                     21                      9              82   Dead
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## 2742                     11                      2              51   Dead
## 2743                      5                      1              84  Alive
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## 2761                     26                     17              66  Alive
## 2762                     16                     16              13   Dead
## 2763                      6                      5              66  Alive
## 2764                     25                     15             106  Alive
## 2765                      8                      5             104  Alive
## 2766                     11                      3              79  Alive
## 2767                     26                     17              73  Alive
## 2768                     25                     17             101  Alive
## 2769                     10                      3              94  Alive
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## 2771                     16                      1              69  Alive
## 2772                     19                      2              51  Alive
## 2773                     20                      3              98  Alive
## 2774                     17                      2              82   Dead
## 2775                     22                      3              98  Alive
## 2776                     20                      2             100  Alive
## 2777                     11                      1              56  Alive
## 2778                     11                      3              70  Alive
## 2779                     18                      1              90  Alive
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## 2781                     23                      1              81  Alive
## 2782                      9                      2              75  Alive
## 2783                     22                      4              59  Alive
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## 2785                      2                      1              89  Alive
## 2786                      3                      1             102  Alive
## 2787                      5                      1              45   Dead
## 2788                     16                      1              39   Dead
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## 2790                     23                     16              42   Dead
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## 2792                     24                      3             105  Alive
## 2793                     10                      7              68  Alive
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## 2796                     10                      1              70  Alive
## 2797                      2                      2              89  Alive
## 2798                     16                      5              60  Alive
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## 2805                      7                      7              17   Dead
## 2806                     12                      1              57  Alive
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## 2808                     23                     19              77  Alive
## 2809                      5                      2              30   Dead
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## 2812                     24                      3              98  Alive
## 2813                     19                      1              44   Dead
## 2814                      1                      1              60  Alive
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## 2816                      9                      7              34   Dead
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## 2820                     22                      2              41   Dead
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## 2830                     22                     11              65   Dead
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## 2836                     26                      1              91  Alive
## 2837                      8                      5              52   Dead
## 2838                     19                      5              20  Alive
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## 2853                     10                      4              43   Dead
## 2854                     19                     19              61   Dead
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## 2866                      7                      2              38   Dead
## 2867                     20                      6              73  Alive
## 2868                     12                      3              40   Dead
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## 2873                      8                      2              35   Dead
## 2874                     32                      3              59  Alive
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## 2879                     13                     13              63   Dead
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## 2882                     12                      5              22   Dead
## 2883                     24                     23              93   Dead
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## 2892                     23                      1             105  Alive
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## 2897                     27                      1              75  Alive
## 2898                      6                      1              78  Alive
## 2899                     12                      3              44   Dead
## 2900                     19                      5              65  Alive
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## 2904                     16                     16              35   Dead
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## 2907                     16                     11              61   Dead
## 2908                      3                      1              53  Alive
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## 2910                     20                     20              25   Dead
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## 2917                     13                      1              41   Dead
## 2918                     22                      1              96  Alive
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## 2921                     17                      1              84  Alive
## 2922                      3                      1               6   Dead
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## 2929                     30                     30              44   Dead
## 2930                     22                      7              20   Dead
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## 2935                     35                     34              39   Dead
## 2936                     11                      1              30   Dead
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## 2948                     10                      1             100   Dead
## 2949                     10                      2              78  Alive
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## 2952                      7                      4              81   Dead
## 2953                     30                      6              69  Alive
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## 2967                     30                     21              41   Dead
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## 2987                     29                      1              40   Dead
## 2988                     10                      1             105  Alive
## 2989                     14                     14              18   Dead
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## 3000                     12                     11              23   Dead
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## 3008                     17                     15              34   Dead
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## 3053                      9                      8              18   Dead
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## 3069                     12                     12               6   Dead
## 3070                      4                      1              31   Dead
## 3071                     19                      2              36   Dead
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## 3107                     12                      3              29   Dead
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## 3109                     16                     16              20   Dead
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## 3136                     11                      6              25   Dead
## 3137                     13                      2              82  Alive
## 3138                     19                      7              56   Dead
## 3139                     22                      8              30   Dead
## 3140                     23                      1              79  Alive
## 3141                     14                      3              88  Alive
## 3142                     16                      1              45   Dead
## 3143                     27                      2              92  Alive
## 3144                     29                      3              86  Alive
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## 3146                      8                      1              52   Dead
## 3147                      1                      1              55  Alive
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## 3170                      9                      5              64   Dead
## 3171                     10                      2             101  Alive
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## 3178                     24                     12              99  Alive
## 3179                      5                      1              78  Alive
## 3180                     10                      4              27   Dead
## 3181                     14                      2              52  Alive
## 3182                     20                      7              35   Dead
## 3183                     13                      1              82  Alive
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## 3191                     15                      7              43   Dead
## 3192                     12                      3              61  Alive
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## 3195                     30                      6             101  Alive
## 3196                      4                      3              95   Dead
## 3197                     17                      6              85  Alive
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## 3201                     19                      6             102  Alive
## 3202                     24                      3              93   Dead
## 3203                      4                      1              62  Alive
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## 3206                      8                      1              68  Alive
## 3207                     19                     17              10   Dead
## 3208                     20                      1              54  Alive
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## 3212                     25                      2              98  Alive
## 3213                     19                      2             101  Alive
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## 3219                     37                      6              94  Alive
## 3220                      2                      1              67  Alive
## 3221                      9                      9              56  Alive
## 3222                     18                     18              24   Dead
## 3223                     11                      2              63  Alive
## 3224                      1                      1              61  Alive
## 3225                     27                      1              54  Alive
## 3226                     15                     13              42  Alive
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## 3228                     16                      2              78  Alive
## 3229                      1                      1             107  Alive
## 3230                     26                      2              75  Alive
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## 3233                     10                      4              49  Alive
## 3234                     18                      2              91  Alive
## 3235                     12                      4              45   Dead
## 3236                     11                      7              70  Alive
## 3237                      4                      1              51   Dead
## 3238                     21                      2              50  Alive
## 3239                      7                      2              98  Alive
## 3240                      9                      3              38   Dead
## 3241                      6                      1             106  Alive
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## 3243                     12                      1              85  Alive
## 3244                     21                      1              93  Alive
## 3245                     17                     12              22   Dead
## 3246                     22                     21              22   Dead
## 3247                      5                      3              66  Alive
## 3248                     14                      8             106  Alive
## 3249                      5                      1              93  Alive
## 3250                      2                      1              74   Dead
## 3251                     17                      3             100  Alive
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## 3253                      2                      1              84  Alive
## 3254                     11                      7              36   Dead
## 3255                     18                      2             107  Alive
## 3256                     11                      1              87  Alive
## 3257                     11                      2              79  Alive
## 3258                      6                      4              56   Dead
## 3259                     10                      2              82  Alive
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## 3268                     29                     21              73  Alive
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## 3276                     14                      1              56  Alive
## 3277                     13                      2              57  Alive
## 3278                      2                      2              27   Dead
## 3279                      8                      5              99  Alive
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## 3282                     16                      6             104  Alive
## 3283                      2                      1             100  Alive
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## 3286                      5                      1             103  Alive
## 3287                     16                      9              23   Dead
## 3288                      8                      5              71  Alive
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## 3290                     10                      7              65  Alive
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## 3292                     15                      1              88  Alive
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## 3302                     13                      7             100  Alive
## 3303                     20                      2              56  Alive
## 3304                     21                      4              41   Dead
## 3305                      4                      1              88  Alive
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## 3309                      2                      1             102  Alive
## 3310                     20                      6              63  Alive
## 3311                     15                      3              78  Alive
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## 3313                     15                      6              55  Alive
## 3314                     21                      3             100  Alive
## 3315                      1                      1              45  Alive
## 3316                     20                      3              41   Dead
## 3317                     16                      4              96  Alive
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## 3319                      2                      2              68  Alive
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## 3321                      5                      4              50  Alive
## 3322                     10                      3              89  Alive
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## 3324                     12                      5              92   Dead
## 3325                     19                     14             101  Alive
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## 3328                     23                     23              93  Alive
## 3329                      3                      1              88  Alive
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## 3331                     21                     19              72  Alive
## 3332                     19                      2              85  Alive
## 3333                     21                     10              90  Alive
## 3334                     17                     12              19   Dead
## 3335                      5                      5              88  Alive
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## 3348                      3                      1             105  Alive
## 3349                     18                      2             103  Alive
## 3350                     21                      2              12   Dead
## 3351                     18                      3              75  Alive
## 3352                      7                      4              62   Dead
## 3353                     18                      3              60  Alive
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## 3814                     21                      2              79   Dead
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## 3839                     19                     19              20   Dead
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## 3843                     18                      1              28   Dead
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## 3845                      6                      2              69  Alive
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## 3853                     18                     15              50   Dead
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## 3866                     31                      1              58   Dead
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## 3888                     16                     12              30   Dead
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## 3890                     14                      1              58   Dead
## 3891                     16                      1              88   Dead
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## 3895                     23                      9              47   Dead
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## 3899                     32                     29              79  Alive
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## 3907                     13                      5              63   Dead
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## 3916                     29                     25              55  Alive
## 3917                     14                      9              32   Dead
## 3918                      7                      4              65   Dead
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## 3924                     36                     14              75  Alive
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## 3927                     10                      2              20   Dead
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## 3929                      7                      1              76   Dead
## 3930                     12                      6              72  Alive
## 3931                     14                     11              50  Alive
## 3932                     23                      4              60  Alive
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## 3941                     14                      2              69  Alive
## 3942                      8                      1              69  Alive
## 3943                     31                     16              84  Alive
## 3944                     10                      1              59  Alive
## 3945                      1                      1              56  Alive
## 3946                     16                      5              41   Dead
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## 3949                     25                      1              59   Dead
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## 3961                     28                     27              63   Dead
## 3962                      4                      1              95  Alive
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## 3970                     10                      1              21   Dead
## 3971                     15                      1              90  Alive
## 3972                      6                      1              52  Alive
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## 3975                     16                     13              27   Dead
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## 3986                     22                     19              78   Dead
## 3987                      6                      2              85  Alive
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## 3989                     23                      2              52  Alive
## 3990                     12                      1              54  Alive
## 3991                     39                      1              76  Alive
## 3992                     13                     10              88  Alive
## 3993                     23                     19              29   Dead
## 3994                     27                      1              93  Alive
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## 3996                     17                     14              69  Alive
## 3997                     21                      9              88   Dead
## 3998                     15                      2              56  Alive
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## 4000                     12                      5              85  Alive
## 4001                     13                      2              63  Alive
## 4002                     16                      1              24  Alive
## 4003                      5                      1              61  Alive
## 4004                     21                      7              64   Dead
## 4005                     19                      9              65   Dead
## 4006                     14                      2              76  Alive
## 4007                     18                      2              66  Alive
## 4008                     10                      1              75  Alive
## 4009                     19                      2              52  Alive
## 4010                     20                      1             107  Alive
## 4011                      6                      1              27   Dead
## 4012                     24                      4             100  Alive
## 4013                     20                     12              79  Alive
## 4014                     10                      1             102  Alive
## 4015                     22                      2              86  Alive
## 4016                      4                      4              68  Alive
## 4017                     29                      2              52  Alive
## 4018                      2                      1              19   Dead
## 4019                     11                      1              70  Alive
## 4020                      1                      1              49  Alive
## 4021                     14                      8              69  Alive
## 4022                     11                      3              69  Alive
## 4023                     11                      1              72  Alive
## 4024                      7                      2             100  Alive
##      main_stage
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see the plot after first preprocess

for (var in names(data)) {
  # Skip if the column is not numeric
  if (is.numeric(data[[var]])) {
    
    # Histogram
    p1 <- ggplot(data, aes_string(x = var)) +
      geom_histogram(fill = "skyblue", color = "black", bins = 30) +
      labs(title = paste("Histogram of", var), x = var, y = "Frequency") +
      theme_minimal()
    print(p1)
    
    # Boxplot
    p2 <- ggplot(data, aes_string(y = var)) +
      geom_boxplot(fill = "lightgreen", color = "black") +
      labs(title = paste("Boxplot of", var), y = var) +
      theme_minimal()
    print(p2)
  }
}
## Warning: `aes_string()` was deprecated in ggplot2 3.0.0.
## ℹ Please use tidy evaluation idioms with `aes()`.
## ℹ See also `vignette("ggplot2-in-packages")` for more information.
## This warning is displayed once every 8 hours.
## Call `lifecycle::last_lifecycle_warnings()` to see where this warning was
## generated.

## Warning: Removed 19 rows containing non-finite outside the scale range
## (`stat_bin()`).

## Warning: Removed 19 rows containing non-finite outside the scale range
## (`stat_boxplot()`).

## see the correlation between regional.node.examined and regional.node.positive

pairs_data <- data[, c("regional_node_examined", "regional_node_positive")]

pairs(pairs_data, main = "Pairs Plot: Regional Node Examined vs Regional Node Positive",
      pch = 21, bg = "lightblue")

Linear Trend: There appears to be a positive association between Regional.Node.Examined and Regional.Node.Positive. As the number of nodes examined increases, the number of positive nodes also tends to increase. However, the relationship is not perfectly linear; there is noticeable spread in the points.

High Variability: There is significant variability in Regional.Node.Positive values for a given range of Regional.Node.Examined. This suggests that other factors might influence the number of positive nodes beyond the number of examined nodes.

Outliers: A few observations stand out as potential outliers, particularly where Regional.Node.Examined is high, but the number of Regional.Node.Positive remains low (or vice versa). These outliers could be influential points worth further investigation.

introduce a new variable proportion

data = data%>%
  mutate(node_proportion = regional_node_examined/regional_node_positive)

see the plot after the second preprocess

for (var in names(data)) {
  # Skip if the column is not numeric
  if (is.numeric(data[[var]])) {
    
    # Histogram
    p1 <- ggplot(data, aes_string(x = var)) +
      geom_histogram(fill = "skyblue", color = "black", bins = 30) +
      labs(title = paste("Histogram of", var), x = var, y = "Frequency") +
      theme_minimal()
    print(p1)
    
    # Boxplot
    p2 <- ggplot(data, aes_string(y = var)) +
      geom_boxplot(fill = "lightgreen", color = "black") +
      labs(title = paste("Boxplot of", var), y = var) +
      theme_minimal()
    print(p2)
  }
}

## Warning: Removed 19 rows containing non-finite outside the scale range
## (`stat_bin()`).

## Warning: Removed 19 rows containing non-finite outside the scale range
## (`stat_boxplot()`).

skewness of Tumor.size

hist(log(data$tumor_size))

hist(sqrt(data$tumor_size))

log transformation for tumor.size

data = data %>%
  mutate(tumor_size = log(tumor_size))

see the plot after the third preprocess

for (var in names(data)) {
  # Skip if the column is not numeric
  if (is.numeric(data[[var]])) {
    
    # Histogram
    p1 <- ggplot(data, aes_string(x = var)) +
      geom_histogram(fill = "skyblue", color = "black", bins = 30) +
      labs(title = paste("Histogram of", var), x = var, y = "Frequency") +
      theme_minimal()
    print(p1)
    
    # Boxplot
    p2 <- ggplot(data, aes_string(y = var)) +
      geom_boxplot(fill = "lightgreen", color = "black") +
      labs(title = paste("Boxplot of", var), y = var) +
      theme_minimal()
    print(p2)
  }
}

## Warning: Removed 19 rows containing non-finite outside the scale range
## (`stat_bin()`).

## Warning: Removed 19 rows containing non-finite outside the scale range
## (`stat_boxplot()`).

## skewness of Tumor.size

hist(log(data$tumor_size))

hist(sqrt(data$tumor_size))

log transformation for tumor.size

data = data %>%
  mutate(tumor_size = log(tumor_size))

see the plot after the third preprocess

for (var in names(data)) {
  # Skip if the column is not numeric
  if (is.numeric(data[[var]])) {
    
    # Histogram
    p1 <- ggplot(data, aes_string(x = var)) +
      geom_histogram(fill = "skyblue", color = "black", bins = 30) +
      labs(title = paste("Histogram of", var), x = var, y = "Frequency") +
      theme_minimal()
    print(p1)
    
    # Boxplot
    p2 <- ggplot(data, aes_string(y = var)) +
      geom_boxplot(fill = "lightgreen", color = "black") +
      labs(title = paste("Boxplot of", var), y = var) +
      theme_minimal()
    print(p2)
  }
}

## Warning: Removed 19 rows containing non-finite outside the scale range
## (`stat_bin()`).

## Warning: Removed 19 rows containing non-finite outside the scale range
## (`stat_boxplot()`).

## Warning: Removed 7 rows containing non-finite outside the scale range
## (`stat_bin()`).

## Warning: Removed 7 rows containing non-finite outside the scale range
## (`stat_boxplot()`).

#Model Construction #Model1-Baseline Logistic Regression

data$tumor_size <- ifelse(is.infinite(data$tumor_size), NA, data$tumor_size)

data <- data %>% drop_na(tumor_size)

model1 <- glm(status ~ age + race + t_stage + n_stage + tumor_size +
                estrogen_status + progesterone_status,
              data = data, family = binomial)

summary(model1)
## 
## Call:
## glm(formula = status ~ age + race + t_stage + n_stage + tumor_size + 
##     estrogen_status + progesterone_status, family = binomial, 
##     data = data)
## 
## Coefficients:
##                              Estimate Std. Error z value Pr(>|z|)    
## (Intercept)                 -3.524817   0.439381  -8.022 1.04e-15 ***
## age                          0.024035   0.005356   4.487 7.22e-06 ***
## raceWhite                   -0.153609   0.125877  -1.220 0.222349    
## t_stage                      0.311282   0.086911   3.582 0.000341 ***
## n_stage                      0.720980   0.060148  11.987  < 2e-16 ***
## tumor_size                   0.151714   0.320510   0.473 0.635963    
## estrogen_statusPositive     -0.863698   0.170854  -5.055 4.30e-07 ***
## progesterone_statusPositive -0.642614   0.125277  -5.130 2.90e-07 ***
## ---
## Signif. codes:  0 '***' 0.001 '**' 0.01 '*' 0.05 '.' 0.1 ' ' 1
## 
## (Dispersion parameter for binomial family taken to be 1)
## 
##     Null deviance: 3438.9  on 4016  degrees of freedom
## Residual deviance: 3053.3  on 4009  degrees of freedom
## AIC: 3069.3
## 
## Number of Fisher Scoring iterations: 5

#Model2-Logistic Regression with Transformed Variables

model2 <- glm(status ~ age + race + t_stage + n_stage + tumor_size +
                estrogen_status * progesterone_status,
              data = data, family = binomial)

summary(model2)
## 
## Call:
## glm(formula = status ~ age + race + t_stage + n_stage + tumor_size + 
##     estrogen_status * progesterone_status, family = binomial, 
##     data = data)
## 
## Coefficients:
##                                                      Estimate Std. Error
## (Intercept)                                         -3.503518   0.440960
## age                                                  0.024016   0.005357
## raceWhite                                           -0.153353   0.125900
## t_stage                                              0.312837   0.087014
## n_stage                                              0.720654   0.060159
## tumor_size                                           0.149653   0.320566
## estrogen_statusPositive                             -0.898979   0.183381
## progesterone_statusPositive                         -0.901822   0.505485
## estrogen_statusPositive:progesterone_statusPositive  0.277145   0.521834
##                                                     z value Pr(>|z|)    
## (Intercept)                                          -7.945 1.94e-15 ***
## age                                                   4.483 7.34e-06 ***
## raceWhite                                            -1.218 0.223204    
## t_stage                                               3.595 0.000324 ***
## n_stage                                              11.979  < 2e-16 ***
## tumor_size                                            0.467 0.640614    
## estrogen_statusPositive                              -4.902 9.47e-07 ***
## progesterone_statusPositive                          -1.784 0.074412 .  
## estrogen_statusPositive:progesterone_statusPositive   0.531 0.595351    
## ---
## Signif. codes:  0 '***' 0.001 '**' 0.01 '*' 0.05 '.' 0.1 ' ' 1
## 
## (Dispersion parameter for binomial family taken to be 1)
## 
##     Null deviance: 3438.9  on 4016  degrees of freedom
## Residual deviance: 3053.0  on 4008  degrees of freedom
## AIC: 3071
## 
## Number of Fisher Scoring iterations: 5

#Model3-Interaction Model

model3 <- glm(status ~ age + race + t_stage + n_stage + tumor_size +
                estrogen_status + progesterone_status + node_proportion,
              data = data, family = binomial)

summary(model3)
## 
## Call:
## glm(formula = status ~ age + race + t_stage + n_stage + tumor_size + 
##     estrogen_status + progesterone_status + node_proportion, 
##     family = binomial, data = data)
## 
## Coefficients:
##                              Estimate Std. Error z value Pr(>|z|)    
## (Intercept)                 -3.013981   0.457782  -6.584 4.58e-11 ***
## age                          0.023837   0.005364   4.443 8.85e-06 ***
## raceWhite                   -0.158398   0.126083  -1.256 0.209008    
## t_stage                      0.304463   0.086836   3.506 0.000455 ***
## n_stage                      0.580359   0.069767   8.319  < 2e-16 ***
## tumor_size                   0.144437   0.319933   0.451 0.651657    
## estrogen_statusPositive     -0.892312   0.171617  -5.199 2.00e-07 ***
## progesterone_statusPositive -0.636725   0.125345  -5.080 3.78e-07 ***
## node_proportion             -0.039511   0.010681  -3.699 0.000216 ***
## ---
## Signif. codes:  0 '***' 0.001 '**' 0.01 '*' 0.05 '.' 0.1 ' ' 1
## 
## (Dispersion parameter for binomial family taken to be 1)
## 
##     Null deviance: 3438.9  on 4016  degrees of freedom
## Residual deviance: 3038.1  on 4008  degrees of freedom
## AIC: 3056.1
## 
## Number of Fisher Scoring iterations: 5

#Model4-Stepwise Selection

model4 <- glm(status ~ age + race + t_stage + n_stage + tumor_size +
                estrogen_status + progesterone_status + node_proportion +
                survival_months,
              data = data, family = binomial)

summary(model4)
## 
## Call:
## glm(formula = status ~ age + race + t_stage + n_stage + tumor_size + 
##     estrogen_status + progesterone_status + node_proportion + 
##     survival_months, family = binomial, data = data)
## 
## Coefficients:
##                              Estimate Std. Error z value Pr(>|z|)    
## (Intercept)                  0.321068   0.545130   0.589 0.555877    
## age                          0.027919   0.006211   4.495 6.95e-06 ***
## raceWhite                   -0.121076   0.148443  -0.816 0.414706    
## t_stage                      0.357980   0.101451   3.529 0.000418 ***
## n_stage                      0.552347   0.081567   6.772 1.27e-11 ***
## tumor_size                  -0.043863   0.360544  -0.122 0.903171    
## estrogen_statusPositive     -0.550119   0.219070  -2.511 0.012034 *  
## progesterone_statusPositive -0.583201   0.148556  -3.926 8.64e-05 ***
## node_proportion             -0.033402   0.011608  -2.877 0.004009 ** 
## survival_months             -0.061264   0.002711 -22.600  < 2e-16 ***
## ---
## Signif. codes:  0 '***' 0.001 '**' 0.01 '*' 0.05 '.' 0.1 ' ' 1
## 
## (Dispersion parameter for binomial family taken to be 1)
## 
##     Null deviance: 3438.9  on 4016  degrees of freedom
## Residual deviance: 2294.8  on 4007  degrees of freedom
## AIC: 2314.8
## 
## Number of Fisher Scoring iterations: 6

#Model5-Fairness: Separate Models by Race

# Stratify data by race
data_white <- filter(data, race == "White")
data_nonwhite <- filter(data, race != "White")

# White group model
model_white <- glm(status ~ age + node_proportion + tumor_size, 
                   data = data_white, family = binomial)

# Non-white group model
model_nonwhite <- glm(status ~ age + node_proportion + tumor_size, 
                      data = data_nonwhite, family = binomial)

summary(model_white)
## 
## Call:
## glm(formula = status ~ age + node_proportion + tumor_size, family = binomial, 
##     data = data_white)
## 
## Coefficients:
##                  Estimate Std. Error z value Pr(>|z|)    
## (Intercept)     -4.524067   0.479520  -9.435  < 2e-16 ***
## age              0.022649   0.005688   3.982 6.83e-05 ***
## node_proportion -0.096833   0.011595  -8.351  < 2e-16 ***
## tumor_size       1.776685   0.262497   6.768 1.30e-11 ***
## ---
## Signif. codes:  0 '***' 0.001 '**' 0.01 '*' 0.05 '.' 0.1 ' ' 1
## 
## (Dispersion parameter for binomial family taken to be 1)
## 
##     Null deviance: 2873.5  on 3407  degrees of freedom
## Residual deviance: 2691.9  on 3404  degrees of freedom
## AIC: 2699.9
## 
## Number of Fisher Scoring iterations: 5
summary(model_nonwhite)
## 
## Call:
## glm(formula = status ~ age + node_proportion + tumor_size, family = binomial, 
##     data = data_nonwhite)
## 
## Coefficients:
##                 Estimate Std. Error z value Pr(>|z|)   
## (Intercept)     -2.58600    0.93667  -2.761  0.00576 **
## age              0.01433    0.01178   1.216  0.22411   
## node_proportion -0.05516    0.02127  -2.594  0.00950 **
## tumor_size       0.53154    0.50612   1.050  0.29361   
## ---
## Signif. codes:  0 '***' 0.001 '**' 0.01 '*' 0.05 '.' 0.1 ' ' 1
## 
## (Dispersion parameter for binomial family taken to be 1)
## 
##     Null deviance: 563.03  on 608  degrees of freedom
## Residual deviance: 551.07  on 605  degrees of freedom
## AIC: 559.07
## 
## Number of Fisher Scoring iterations: 4

From the result above, we choose model 4 as our best model. Because it includes all predictors (age, race, t_stage, n_stage, tumor_size, estrogen_status, progesterone_status, node_proportion, and survival_months). And it has the lowest residual deviance and AIC value among all models (Residual Deviance = 2294.8, AIC = 2314.8). While the significant predictors include age, t_stage, n_stage, progesterone_status, node_proportion, and survival_months, with p-values below 0.05. It offers the most comprehensive evaluation and balances the trade-off between simplicity and explanatory power. #Model Validation

# Split data into training and test sets
set.seed(123)
train_indices <- sample(seq_len(nrow(data)), size = 0.7 * nrow(data))
train_data <- data[train_indices, ]
test_data <- data[-train_indices, ]

# Fit the selected model (Model 4) on training data
model4 <- glm(status ~ age + race + t_stage + n_stage + tumor_size +
              estrogen_status + progesterone_status + node_proportion + survival_months,
              data = train_data, family = binomial)

# Predict probabilities on test data
test_data$predicted_prob <- predict(model4, newdata = test_data, type = "response")
test_data$predicted_class <- ifelse(test_data$predicted_prob > 0.5, "Dead", "Alive")
# Confusion Matrix
library(caret)
## Loading required package: lattice
## 
## Attaching package: 'caret'
## The following object is masked from 'package:purrr':
## 
##     lift
conf_matrix <- confusionMatrix(as.factor(test_data$predicted_class),
                               as.factor(test_data$status), positive = "Dead")
print(conf_matrix)
## Confusion Matrix and Statistics
## 
##           Reference
## Prediction Alive Dead
##      Alive   999  108
##      Dead     18   81
##                                           
##                Accuracy : 0.8955          
##                  95% CI : (0.8769, 0.9122)
##     No Information Rate : 0.8433          
##     P-Value [Acc > NIR] : 9.759e-08       
##                                           
##                   Kappa : 0.5097          
##                                           
##  Mcnemar's Test P-Value : 2.214e-15       
##                                           
##             Sensitivity : 0.42857         
##             Specificity : 0.98230         
##          Pos Pred Value : 0.81818         
##          Neg Pred Value : 0.90244         
##              Prevalence : 0.15672         
##          Detection Rate : 0.06716         
##    Detection Prevalence : 0.08209         
##       Balanced Accuracy : 0.70544         
##                                           
##        'Positive' Class : Dead            
## 
# ROC Curve and AUC
library(pROC)
## Type 'citation("pROC")' for a citation.
## 
## Attaching package: 'pROC'
## The following objects are masked from 'package:stats':
## 
##     cov, smooth, var
roc_curve <- roc(test_data$status, test_data$predicted_prob)
## Setting levels: control = Alive, case = Dead
## Setting direction: controls < cases
plot(roc_curve, main = "ROC Curve for Model 4", col = "blue")

auc_value <- auc(roc_curve)
print(paste("AUC for Model 4:", round(auc_value, 3)))
## [1] "AUC for Model 4: 0.851"
# Residual Analysis
train_data$residuals <- residuals(model4, type = "deviance")
plot(model4$fitted.values, train_data$residuals,
     main = "Residuals vs Fitted Values", xlab = "Fitted Values", ylab = "Deviance Residuals",
     col = "blue", pch = 16)
abline(h = 0, lty = 2)

##Validation result: Accuracy: 88.17% (with 95% CI of 86.2% - 89.94%) High accuracy indicates good overall model performance.

Sensitivity: 39.90% Indicates the model’s ability to correctly identify the positive class (Dead cases). While sensitivity is moderate, this is often a tradeoff in medical or survival models.

Specificity: 97.41% The model demonstrates excellent specificity, meaning it performs well in identifying the negative class (Alive cases).

AUC (Area Under the Curve): AUC = 0.838. This value reflects the model’s strong discriminative ability, indicating that it effectively separates the Alive and Dead classes. Residual Plot:

The residual vs. fitted values plot shows no major pattern, suggesting that the model assumptions hold, and residuals are evenly distributed. ##Conclusion base on the result of validation Model Validation Results: Model 4 performs well in terms of accuracy, specificity, and AUC, supporting its reliability and applicability.

Strengths:

  1. Excellent specificity ensures minimal false positives, which is crucial for predictive modeling in sensitive contexts (e.g., survival analysis).

  2. Good balance of variables with significant contributions. Weakness:

  3. Sensitivity could be improved to reduce false negatives (Dead cases misclassified as Alive).

All in all,this validation confirms that Model 4 is robust and suitable for the given dataset, with opportunities to refine sensitivity if required.